AI diagnoses PTSD through voice analysis

A specially designed computer program can help diagnose post-traumatic stress disorder (PTSD) in veterans by analyzing their voices, a new study finds.

Published online April 22 in the journal Depression and Anxiety, the study found that an artificial intelligence tool can distinguish – with 89 percent accuracy – between the voices of those with or without PTSD. (Source)

This tech provides a usably objective standard for measuring PTSD. This is important for diagnosing PTSD and also may lead to further voice analysis techniques for diagnosing other psychological states.

More on this topic: New Analytic Model to Better Identify Patients Likely to Develop PTSD

I look forward to the day when we have a lot of inexpensive technology that people can afford to buy and use at home to diagnose or simply describe a wide variety of mental states.

For now, FIML practice provides an excellent objective standard for measuring psychological states as they occur during interpersonal communication.

Working memory improved with electrical stimulation, study shows

Scientists have used a noninvasive form of electrostimulation to boost working memory in older people, effectively giving 70-year-olds the thinking abilities of their 20-year-old selves, at least temporarily. (Scientists Fixed People’s Working Memory With Simple Electrical ‘Zaps’ to The Brain)

The study (paywall) is here: Working memory revived in older adults by synchronizing rhythmic brain circuits.

From the abstract:

…After 25 min of stimulation, frequency-tuned to individual brain network dynamics, we observed a preferential increase in neural synchronization patterns and the return of sender–receiver relationships of information flow within and between frontotemporal regions. The end result was rapid improvement in working-memory performance that outlasted a 50 min post-stimulation period.

This study further demonstrates the importance of electrical waves in brain functioning. It targets working memory decline in older adults but similar improvements were found in young adults already experiencing memory deficits.

“We showed that the poor performers who were much younger, in their 20s, could also benefit from the same exact kind of stimulation,” Reinhart says in a statement.

“We could boost their working memory even though they weren’t in their 60s or 70s.” (Scientists Fixed People’s Working Memory With Simple Electrical ‘Zaps’ to The Brain)

News stories on working memory tend to trivialize it as merely a brain function that helps us remember phone numbers or where we put stuff. When in fact…

…working memory is the part of you that organizes and executes action in real-time. All real-time actions—save stupor or deep sleep—require working memory.

Working memory is where your life meets the world, where your existential rubber meets the real-time road.

Working memory is the spear point of the mind as it does life. For this reason, it is the single best key to understanding human psychology. And through this understanding to change it for the better. (Working memory is key to deep psychological transformation)

Other news articles:

As Memories Fade, Can We Supercharge Them Back to Life?

Scientists reverse memory decline using electrical pulses

Weak Electrical Currents Can Restore Working Memory In Older Adults

Incidentally, Buddhist mindfulness practice can greatly enhance working memory while also adding a metacognitive component to it in circumstances that would not otherwise normally call on metacognition.

FIML practice does something similar in that it adds a layer of psychological and linguistic mindfulness to working memory during acts of interpersonal communication.

Technology and human transformation

Most fundamental changes in human societies happen due to technological advances.

The next big change in human psychology will come from inexpensive, very sensitive brain scans.

These scans will show millions people in real-time how their brains are actually behaving and reacting. Presently unnoticed or concealed twinges of emotion will become conspicuously visible on a screen or within a hologram that surrounds our heads.

People will be able to use this technology in the company of a computer program or with a human partner. A good AI program will use brain-scan information to reveal much about us. We will learn stuff about how we actually function that very few are aware of today.

Having this knowledge will change the way we understand ourselves and our interactions with others. Rather than work almost exclusively with the vague stories we tell ourselves, we will be able to see how our brains (and bodies) actually function in real time.

The difference between our stories and how we actually function is very great. Great enough to completely change the landscape of what we now think of as human psychology.

There already exist inexpensive EEG rigs that are sort of good at measuring moods and honesty. There are also expensive ones with more capacity. Within a decade or two, these devices will be much better. An accurate lie-detector will surely be included in the consumer package.

This technology will rewrite our understanding of human psychology and remake the ways we think of human society today. If you want to get a head start on the future, learn how to do FIML now.

First posted 4/30/18

Physicists discover surprisingly complex states emerging out of simple synchronized networks

…Synchronized oscillations were first noted as far back as the 1600s, when the Dutch scientist Christiaan Huygens, known for discovering the Saturnian moon Titan, noted that two pendulum clocks hung from a common support would eventually come to tick in unison. Through the centuries, mathematicians and other scientists have come up with various ways to explain the strange phenomenon, seen also in heart and brain cells, fireflies, clouds of cold atoms, the circadian rhythms of animals, and many other systems.

Continue reading…

Something along these lines must be happening in human communications systems, from the smallest—a single human brain/body—to the largest, the entire planet.

Micro, meso, and macro levels of human understanding

This post is concerned with the micro, meso, and macro levels of existential semiotics and communicative thought, and how those levels affect human understanding.

  • Micro levels are very small units of thought or communication. These can be words, phrases, gestures, etc. and the “psychological morphemes” that accompany them. A psychological morpheme is the smallest unit of an emotional or psychological response.
  • Meso levels lie between macro and micro levels. Longer discourse, a sense that people have personalities or egos, and the basic ideas of any culture appear at this level.
  • Macro levels are the larger abstract levels that sort of stand above the other two levels. Macro levels might include religious or scientific beliefs, political ideologies, long-term personal goals or strategies.

Most people most of the time socialize on the meso level, often with support from shared macro level beliefs or aims. For most people, the broad outlines of most emotions are defined and conditioned at the meso level. This is the level where the nuts and bolts of convention are found. This is the level that tosses the beach balls of conversation back and forth across the dinner table and that defines those balls. The meso level defines our subculture and how well or badly we conform to it. The meso level is necessary for much of social life and sort of fun, though it is by definition not very detailed or profound. It is something most people can agree on and work with fairly easily for an hour or two at a time.

Many people define themselves mainly on the meso level and judge others by their understanding of this level. Many subcultures become stifling or cloying because meso definitions are crude and tend to leave out the rich subjectivity of individuals. Macro definitions are not all that different from meso ones except that they tend to define group feelings more than meso definitions. Groups band together based on macro level assumptions about ideologies, science, religion, art, style, location, ethnicity, etc.

Since most people are unable to fully access micro levels of communication the rich subjectivity of the individual mind is rarely, if ever, communicated at all and almost never communicated well.

In other fields, micro levels are all important. For example, the invention of the microscope completely changed the way humans see and understand their world. All that was added by the microscope was greater resolution and detail in the visual sphere. From that arose germ theory, material sciences, modern biology, modern medicine, and much more.

Micro levels of communication are basic to how we understand ourselves and others. Poor micro communication skills consign us to communication that occurs only at meso or macro levels. This is a problem because meso and macro levels do not have sufficient detail and also because meso and macro levels become the only tools we have to decide what is going on. When we are forced to account for micro details with the crude tools of meso thought, we will make many mistakes. Eventually we become like the long-term cigarette-smoker whose (micro) alveoli have collapsed, destroying full use of the lungs.

Without the details of the microscope, people for millennia happily drank germ infested water. Without a way to resolve micro levels of communication, people today, as in the past, happily ingest multitudes of micro error—errors that make them ill.

Micro communication errors make us sick because we make many serious mistakes on this level and also because our minds are fully capable of comprehending the sort of detail we can find at the micro level. We speak and listen on many interpersonal levels like crude beasts when we are capable of very delicate and refined understanding.

FIML or a technique similar to it provides a method for grasping micro details. Doing FIML for a long time is like spending a long time using a microscope or telescope. You will start to see everything differently. Detailed micro analyses of interpersonal communication changes our understanding of micro communication and also both the meso and macro levels of existential semiotics and communicative thought. Microscopes allowed us to see germs in water and also to understand that some of those germs can kill us.

First posted DECEMBER 4, 2014

Memory reconsolidation as key to psychological transformation

I’ll probably have more to say on this subject, but for now let me just say I am delighted to have found a psychotherapy that is highly compatible with FIML practice.

Indeed this psychotherapy is based on the same principles as FIML, though the approach is different.

In FIML unwanted psychological reactions are discovered in real-world, real-time situations with a partner.

In Coherence Therapy—the psychotherapy I just discovered—unwanted psychological reactions are called schemas. Schemas are transformed through memory reconsolidation in a way that is theoretically very similar to FIML practice.

Here is a video that explains the process of memory reconsolidation that is achieved through Coherence Therapy:

Coherence Therapy (CT) requires a therapist, while FIML does not.

In a nutshell, CT uses three steps (as described in the video) to achieve results. I will list them below in bold font and explain briefly how FIML differs and is also very similar.

1) CT: Reactivate the target schema as a conscious emotional experience. This is done with the help of a therapist.

FIML: In FIML, harmful or unwanted schemas are encountered in real-life with a participating partner. No therapist is needed, though prior training in the technique is helpful.

2) CT: Guide a contradictory experience. This juxtaposition unlocks (de-consolidates) the target schema’s memory circuits. (“Mismatch”/”prediction error” experience)

FIML: The “contradictory experience” is discovered in real-life through the FIML query. The partner’s answer to the FIML query provides the “juxtaposition” that unlocks or de-consolidates the encountered schema. In FIML, we have been calling this process the discovery and correction of a contretemps or mix-up.

3) CT: Repeat contradictory experience in juxtaposition with target schema. This rewrites and erases target schema.

FIML: Repetition of the contradictory experience happens in real-life whenever it next happens if it happens again. Generally, most schema or unwanted reactions are corrected within 5-10 recurrences. Serious unwanted schemas may take more repetitions.

Since CT uses a therapist as a guide, it is better than FIML for very serious problems and for people who are unable to find a partner to do FIML with.

Since FIML does not use a therapist, it is better for dealing with a very broad range of many unwanted schemas, not just the most serious or ones discovered by a therapist.

I am quite sure that CT will be very effective for many kinds of psychological agony. If a problem is acute, I would recommend CT based on my experience with FIML.

A shortcoming of FIML is it requires a caring partner and the transformations it induces are generally all induced in the presence of that partner. Much good comes of that and most transformations can be extrapolated to other people and other situations, but for serious problems like panic or deep anxiety, an CT therapist may be more helpful.

FIML is best for two people who want to optimize their psychologies. Partners will discover and correct many unwanted schemas and many bad communication habits.

If you can understand CT, you should be able to do FIML. If you have already done CT and had good results and now you want to go further and optimize your psychology, FIML will help you do that.

I believe the core theory of CT is sound. If that is so, it should be clear that bad schemas arise constantly in life. We start new ones all the time. Bad schemas are like trash that inevitable accumulates and must be cleaned away. FIML does this job very well.

Here is more on memory reconsolidation, which underlies CT: A Primer on Memory Reconsolidation and its psychotherapeutic use as a core process of profound change.

More on FIML can be found at the top of this page and in most posts on this site.

Fourth wave cognitive behavior therapy

The third wave of cognitive behavior therapy is a general term for a group of psychotherapies that arose in the 1980s, inspired by acceptance and commitment therapy (ACT).

To me, third wave therapies seem more realistic than older therapies because they accept emotions as they are and pay close attention to how they function in the moment.

The link above is well-worth reading. The frames of these therapies are also well-worth considering.

FIML, which I am calling a “fourth wave cognitive behavior therapy,” differs from third wave therapies in that FIML does not use a professional therapist. Instead, partners become their own therapists.

Moreover, how FIML partners frame their psychologies or generalize their behaviors is entirely up to them. Similarly, their psychological goals and definitions are entirely in their own hands.

At its most basic, FIML “removes wrong interpretations of interpersonal signs and symbols from the brain’s semiotic networks.”

This process of removal, in turn, shows partners how their minds function in real-time real-world situations. And this in turn provides the tools and perspectives to reorganize their psychologies in whichever ways they like.

FIML is based on semiotics because semiotics are specific and with practice can be clearly identified and understood. They give partners “solid ground” to stand on. Words, tone of voice, gestures, and facial expressions are some of the major semiotics partners analyze.

Using real-world semiotics as an analytical basis frees FIML from predetermined frameworks about personality or what human psychology even is. With the FIML tool, partners are free to discover whatever they can about how their minds communicate interpersonally (and internally) and do whatever they like with that.

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First posted 12/21/17

Human consciousness is supported by dynamic complex patterns of brain signal coordination

…We postulate that consciousness has specific characteristics that are based on the temporal dynamics of ongoing brain activity and its coordination over distant cortical regions. Our hypothesis stems from the common stance of various contemporary theories which propose that consciousness relates to a dynamic process of self-sustained, coordinated brain-scale activity assisting the tuning to a constantly evolving environment, rather than in static descriptions of brain function (3–5). In that respect, neural signals combine, dissolve, reconfigure, and recombine over time, allowing perception, emotion, and cognition to happen (6). (Source)

There Is No Such Thing as Conscious Thought

Why, then, do we have the impression of direct access to our mind?

“The idea that minds are transparent to themselves (that everyone has direct awareness of their own thoughts) is built into the structure of our “mind reading” or “theory of mind” faculty, I suggest. The assumption is a useful heuristic when interpreting the statements of others. If someone says to me, “I want to help you,” I have to interpret whether the person is sincere, whether he is speaking literally or ironically, and so on; that is hard enough. If I also had to interpret whether he is interpreting his own mental state correctly, then that would make my task impossible. It is far simpler to assume that he knows his own mind (as, generally, he does). The illusion of immediacy has the advantage of enabling us to understand others with much greater speed and probably with little or no loss of reliability. If I had to figure out to what extent others are reliable interpreters of themselves, then that would make things much more complicated and slow. It would take a great deal more energy and interpretive work to understand the intentions and mental states of others. And then it is the same heuristic transparency-of-mind assumption that makes my own thoughts seem transparently available to me.” (Source)

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Please be sure to read the whole article. I find in it a great deal of Buddhist thinking and FIML practice. See The five skandhas and modern science for more on the Buddhist aspect of Curruthers’ thoughts.

See this quote from the article for more on the FIML aspect:

…It would take a great deal more energy and interpretive work to understand the intentions and mental states of others. And then it is the same heuristic transparency-of-mind assumption that makes my own thoughts seem transparently available to me.

Curruthers maintains that we interpret ourselves with the same mechanism we use to interpret others. This is where FIML practice is especially useful: FIML asks us to spend the extra time and energy understanding others (as well as ourselves) while also providing the tools to do this.

The two biggest problems with FIML are finding a suitable partner and having enough time to do the practice.

Edit 12:30: Curruthers says:

If someone says to me, “I want to help you,” I have to interpret whether the person is sincere, whether he is speaking literally or ironically, and so on; that is hard enough. If I also had to interpret whether he is interpreting his own mental state correctly, then that would make my task impossible. (emphasis added)

No, the task is not impossible! It can be done with a suitable partner. This is exactly what FIML does. FIML helps both partners interpret all of their mental states more correctly.

This is how and why FIML practice optimizes individual psychology while also doing the same for communication and mutual understanding. They all upgrade together.

Context drives electrical excitement in brain

A new study has shown that:

…after mice formed a memory in a context, the engram cells encoding that memory in a brain region called the hippocampus would temporarily become much more electrically excitable if the mice were placed back in the same context again. ( How returning to a prior context briefly heightens memory recall)

The study is here: Engram Cell Excitability State Determines the Efficacy of Memory Retrieval

I do not believe it is much of a stretch to suppose that something similar happens with humans in virtually any significant context.

Since humans are social animals that respond to signals from other humans and since we often base our understanding of our social contexts on signals from other humans, it follows that strongly-perceived signals coming from others will cause “engram cells…in the hippocampus…to become electrically excitable.”

An “electrically excitable” hippocampus probably corresponds to what we have called a “jangle” in FIML practice. A jangle is the sensation that a psychological response may be or is initiating. It is the subjectively-felt onset in the mind of a “psychological morpheme.”

An instance of FIML practice is properly begun as soon as a significant “electrically excitable” response is first perceived. But before we “get reminded of details of some specific events” (Ibid) that originally produced that response.

Professor Tonegawa’s full statement on this is:

This initial recall could be a general recall of the vacation. But moments later, you may get reminded of details of some specific events or situations that took place during the vacation which you had not been thinking about.

By beginning a FIML query as soon after a jangle is perceived, any unwanted “context” that lies deeper in the brain is not recalled. Instead, the immediate basis of that context (the percepta that initiated the jangle) is isolated and analyzed.

See this for more: Disruption of neurotic response in FIML practice.

In Buddhist practice, a jangle is the second skandha. The five skandhas are form, sensation, perception, activity, consciousness. In modern terms, form might be better called “percepta.” In this context, a form/percepta is anything that enters working memory or consciousness.

For Buddhists, FIML can be understood as a mindfulness partnership where partners help each other with the five skandhas. By disrupting the normal or habitual unfolding of the five skandhas at the second skandha, FIML partners learn how to eliminate mistaken or unwanted responses when they first arise as jangles but before they become full blown psychological contexts.

 

Disruption of neurotic response in FIML practice

By analyzing minute emotional reactions in real-time during normal conversation, FIML practice disrupts the consolidation, or more often the reconsolidation, of “neurotic” responses.

In FIML, a neurotic response is defined as “an emotional response based on a misinterpretation.” The misinterpretation in question can be incipient (just starting) to long-standing (been a habit for years).

The response is disrupted by FIML practice and, thus, tends not to consolidate or reconsolidate, especially after several instances of learning that it is not valid.

A neurotic response is a response based on memory. The following study on fear memories supports the above explanation of FIML practice.

Memories become labile when recalled. In humans and rodents alike, reactivated fear memories can be attenuated by disrupting reconsolidation with extinction training. Using functional brain imaging, we found that, after a conditioned fear memory was formed, reactivation and reconsolidation left a memory trace in the basolateral amygdala that predicted subsequent fear expression and was tightly coupled to activity in the fear circuit of the brain. In contrast, reactivation followed by disrupted reconsolidation suppressed fear, abolished the memory trace, and attenuated fear-circuit connectivity. Thus, as previously demonstrated in rodents, fear memory suppression resulting from behavioral disruption of reconsolidation is amygdala-dependent also in humans, which supports an evolutionarily conserved memory-update mechanism. (Source: Disruption of Reconsolidation Erases a Fear Memory Trace in the Human Amygdala)

FIML practice works by partners consciously and cooperatively disrupting reconsolidation (and initial consolidation) of neurotic memory (and associated behaviors). FIML both extirpates habitual neurotic responses and also prevents the formation of new neurotic responses through conscious disruption of memory consolidation.

FIML probably works as well as it does because humans have “an evolutionarily conserved memory-update mechanism” that favors more truth. Obvious examples of this update mechanism can be seen in many simple mistakes. For instance, if you think the capital of New York State is New York City and someone shows that it is Albany, you will likely correct your mistake immediately with little or no fuss.

Since FIML focuses on small mistakes made between partners, corrections are rarely more difficult than the above example though they may be accompanied by a greater sense of relief. For example, if you thought that maybe your partner was mad at you but then find (through a FIML query) that they are not, your sense of relief may be considerable.

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First posted 10/28/2015

Working memory is key to deep psychological transformation, Part 4

Part 1

Part 2

Part 3

For something to appear in consciousness it must also appear in working memory. We interact with the (long) moments of real-life in real-time through our working memories.

The post below describes how psychological morphemes that appear in working memory can help us transform the psychological systems they are associated with. It discusses a study which “…shows that removing a key word from a linguistic network will cause that network to fracture and even be destroyed.”

This last point is key to using working memory to achieve deep psychological transformation. ABN

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Networks of words, semiotics, and psychological morphemes

On this site we have claimed many times that words and semiotics are held together in networks. We have further hypothesized that “psychological morphemes” are also held together in networks.

A “psychological morpheme” is the smallest meaningful unit of a psychological response. It is the smallest unit of communication that can give rise to an emotional, psychological, or cognitive reaction.

Of course word networks, semiotic networks, and emotional, psychological, and cognitive networks all intertwine with each other.

FIML practice is designed to help partners untangle unwanted emotions from these intertwined networks. FIML practice focuses on psychological morphemes because they are small and thus rather easily understood and rather easily extirpated from real-time contexts (when partners are interacting in real life in real-time).

The hard part about FIML practice is it is done in real life in real-time. But the easy or very effective part about FIML is that once partners learn to do it, results come quickly because the practice is happening in real life in real-time. It is not just a theory when you do it in that way. It is an experience that changes how you communicate and how you understand yourself and others.

In FIML practice partners are mindful of their emotional reactions and learn that when one occurs, it is important to query their partner about it. They are mindful of psychological morphemes and as soon as one appears, but before the morpheme calls up a large network leading to a strong reaction, they query their partner about it.

This practice leads, we have claimed, to a fairly smooth and effortless extirpation of unwanted psychological responses. This happens, we believe, because the data provided by the partner that “caused” the reaction shows the partner who made the FIML query that the psychological morpheme in question arose due to a misinterpretation. Seeing this repeatedly for the same sort of neurotic reaction causes that reaction and the psychological network that comprises it to become extinguished.

A fascinating study from the University of Kansas by Michael Vitevitch shows that removing a key word from a linguistic network will cause that network to fracture and even be destroyed. An article about the study and a link to the study can be found here: Keywords hold vocabulary together in memory.

Vitevitch’s study involves only words and his analysis was done only with computers because, as he says, ““Fracturing the network [in real people] could actually disrupt language processing. Even though we could remove keywords from research participants’ memories through psycholinguistic tasks, we dared not because of concern that there would be long-term or even widespread effects.”

FIML is not about removing key words from linguistic networks. But it is about dismantling or removing psychological or semiotic networks that cause suffering.

Psychological or semiotic networks are networks rich in emotional meaning. When those networks harbor unwanted, inappropriate, or mistaken interpretations (and thus mistaken or unwanted emotions), they can cause serious neurotic reactions, or what we usually call simply “mistaken interpretations.”

We believe that these mistaken interpretations and the emotions associated with them can be efficiently extirpated by revealing to their holder the “key” psychological morphemes that set them off.

My guess is the psychology of a semiotic network hinges on repeated reactions to key psychological morphemes and that this process is analogous to the key words described in Vitevitch’s study.

Vitevitch did not remove key words from actual people because it would be unethical to do so. But it is not unethical for consenting adults to help each other find and remove key psychological morphemes that are harmfully associated with the linguistic, semiotic, cognitive, and psychological networks that make up the individual.

The essay was first posted May 21, 2014.

Brain waves encode sentence structure and other cognitive functions

Author summary

Human language is a fundamental biological signal with computational properties that differ from other perception-action systems: hierarchical relationships between sounds, words, phrases, and sentences and the unbounded ability to combine smaller units into larger ones, resulting in a “discrete infinity” of expressions. These properties have long made language hard to account for from a biological systems perspective and within models of cognition. We argue that a single computational mechanism—using time to encode hierarchy—can satisfy the computational requirements of language, in addition to those of other cognitive functions.

(A mechanism for the cortical computation of hierarchical linguistic structure)

An short article about the above study: Brainwaves Encode the Grammar of Human Language

Working memory is key to deep psychological transformation, Part 3

Part 1

Part 2

A great advantage of analyzing the contents of working memory is working memory does not hold much information and thus each item in it is small.

Most items of psychological import will be psychological morphemes—the smallest units of human psychology—or only slightly larger. This has several important advantages for real-time psychological analysis:

  • data points can be easily identified
  • they can easily be agreed upon by both partners
  • when both partners agree on a data point, a reasonably objective standard is established for what just occurred
  • analyzing these data points is almost painless due to their small size
  • though small, items in the working memory are connected to the rest of the brain/mind and thus often implicate or expose much larger internal psychological systems

The kinds of data points we are talking about are things like word choice, tone, expression, and gesture. Generally, it is not difficult for both partners to agree that one of them used a certain word, or made a certain gesture, or displayed a certain expression.

Once the data point is isolated and agreed upon, it can be discussed and analyzed as described here.

Rather than conceive of our minds as having an Id, it is more accurate to describe them as having interconnected systems or networks that resemble the layouts of brain neurons, maps, or language.

When an item appearing in working memory has surprising connections to larger psychological systems, we can analyze it with our partner (or not) to gain some insight into how our working memory—our being in real-time—is actually acting and perceiving.

When and if the same sort of item appears repeatedly in our working memory, we can be sure that it is connected in many ways to larger mental or psychological systems.

Some items of interest will have just arisen and have no further psychological import if they are queried and analyzed. If they are not queried and analyzed, those same items may plant a seed that will grow from then on.

This is why it is important for partners to do many FIML analyses. Do many analyses of very minor stuff to get used to the practice. (Also, I guarantee some of that “minor stuff” will be very revealing.)

Whether we conceive of working memory as a sketchpad or as a core component of higher cognitive function, most of us are aware that there can be considerable delay between the appearance of a psychological morpheme in working memory and the excitation of the much larger psychological system(s) it is attached to.

Whenever we stay a psychological response of anger, irritation or anything else, we make use of the delay between real-time life and the rumination or behavior that might follow later on.

When we analyze a negative psychological morpheme very soon after it appears in working memory, we always change it and almost always change it to something much better. This happens if only because the weight our full minds can put on something like that is typically much greater than anything our partner intended or was in their mind.

But this also happens very often because we are simply wrong.

Consistent FIML analysis will show this is true. When we clear many mistakenly stimulated psychological morphemes of the same type, we will become convinced (almost painlessly) that our minds have been malfunctioning or misperceiving in that area. Once we are convinced of our mistake, that malfunction will all but disappear as if it had never been.