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significant for the same reason. That said, measures of the significance of psychedelic experiences in psychedelic studies have shown that a high percentage of those who experience such states rate them among their top most meaningful experiences. Games of Chance Earnings Four participants mentioned earnings in games of chance. These cases involved earning amounts ranging from $2,000 all the way to a truck (which was immediately sold for money). What I find significant about this is that these experiences are at times ranked above “college graduation” and other classically meaningful life moments. This brings about a crazy utilitarian idea: if indeed education is as useless as many people in the intellectual elite are saying these days(Caplan 2019) we might as well stop subsidizing higher education and instead make people participate in opt-out games of chance rigged in their favor. Substitute the Department of Education for a Department of Lucky Moments and give people meaningful life experiences at a fraction of the cost. Key Pains Surfaced Kidney Stones/Migraines The fact that these two medical issues were surfaced is, I think, extremely significant. This is because the lifetime incidence of kidney stones is about 10% (13% for men, 7% for women(Wisconsin Hospitals

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text:
and Clinics, n.d.)) and for migraines it is around 13% (9% for men, 18% for women(Victor et al. 2010)). In the survey we saw 9/93 people mentioning kidney stones, and the same number of people mentioning migraines. In other words, there is reason to believe that a large fraction of the people who have had either of these conditions will rate them as one of their top 3 most painful experiences. This fact alone underscores the massive utilitarian benefit that would come from being able to reduce the incidence of these two medical problems (luckily, we have some good research leads for addressing these problems at a large scale and in a cost-effective way: DMT for migraines(Emilsson 2019f) and frequency specific microcurrent for kidney stones(Emilsson 2019c)). Childbirth Childbirth was mentioned 16 times, meaning that roughly 30% of women rate it as one of their three most painful experiences. While many people may look at this and simply nod their heads while saying “well, that’s just life,” here at Qualia Computing we do not condone that kind of defeatism and despicable lack of compassion. As it turns out, there are fascinating research leads to address the pain of childbirth. In particular,

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text:
Jo Cameron(“For This Woman, Childbirth Felt Like ’a Tickle.’ Could Her Genes Hold the Secret to Better Pain Management?” 2019), a 70 year old vegan schoolteacher, described her childbirth by saying that it “felt like a tickle.” She happens to have a mutation in the FAAH gene, which is usually in charge of breaking down anandamine (a neurotransmitter implicated in pain sensitivity and hedonic tone)(Pearce 2016). As we’ve argued before, every child is a complete genetic experiment. In the future, we may as well try to at least make educated guesses(Emilsson 2019a) about our children’s genes associated with low mood, anxiety, and pain sensitivity. In defiance of common sense (and the Bible(Stott and Stott, n.d.)) the future of childbirth could indeed be one devoid of intense pain. Car Accidents Car accidents are extremely common (the base rate is so high(Toups 2011) that by the age of 40 or so we can almost assume that most people have been in at least one car accident, possibly multiple). More so, it seems likely that the health-damaging effects of car accidents, by their nature, follow a long-tail distribution. The high base rate of people mentioning car accidents in their top 3 most painful

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text:
experiences underscores the importance of streamlining the process of transitioning into the era of self-driving cars. Death of Father and Mother This one does not come as a surprise, but what may stand out is the relatively higher frequency of mentions of “death of father” relative to “death of mother.” I think this is an artifact of the longevity difference between men and women. This is in agreement with the observed effect of age: about 15% vs. 25% of people under and over 40 had mentioned the death of their father, as opposed to a difference of 5% vs. 25% for death of mother. The reason why the father might be over-represented might simply be due to the lower life expectancy of men relative to women, and hence the father, on average, dying earlier. Thus, it being reported more frequently by a younger population. Future Directions for Methodological Approaches Graphical Models with Log-normal Priors After trying so many analytic angles on this dataset, what else is there to do? I think that as a proof of concept the analysis presented here is pretty well-rounded. If the Qualia Research Institute does well in the funding department, we can expect to extend

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text:
this pilot study into a more comprehensive analysis of the pleasure-pain axis both in the general population and among populations who we know have endured or enjoyed extremes of valence (such as cluster headache sufferers(Emilsson 2019e) or people who have tried 5-MeO-DMT(“5-MeO-DMT,” n.d.)). In terms of statistical models, an adequate amount of data would enable us to start using probabilistic graphical models(Goyal 2017) to determine the most likely long-tail distributions for all of the key parameters of pleasure and pain. For instance, we might want to develop a model similar to Item Response Theory where: Each participant samples experiences from a distribution. Each experience category generates samples with an empirically-determined base rate probability (e.g., chances that it happens in a given year), along with a latent hedonic value distribution). A “discrimination function” \(f(a, b)\) that gives the probability that experience of hedonic value \(a\) is rated as more pleasant (or painful) relative an experience with a hedonic value of \(b\). And a generative model that estimates the likelihood of observing experiences as the top 3 (or top x) based on the parameters provided. In brief, with an approach like the above we can potentially test the model fit for different

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distribution types of hedonic values per experience. In particular, we would be able to determine if the model fit is better if the experiences are drawn from a Gaussian vs. a log-normal (or other long-tailed) distribution. Finally, it might be fruitful to explicitly ask about whether participants have had certain experiences in order to calibrate their ratings, or even have them try a battery of standardized pain/pleasure-inducing stimuli (capsaicin extract, electroshocks, stings, massage, orgasm, etc.). We could also find the way to combine (a) the numerical ratings, (2) the ranking information, and (3) the “how many times better/worse” responses into a single model. And for best results, restrict the analysis to very recent experiences in order to reduce recall biases. Closing Thoughts on the Valence Scale To summarize, I believe that the case for a long-tail account of the pleasure-pain axis is very defensible. This picture is supported by: The long-tailed nature of neuronal cascades, The phenomenological accounts of intense pleasure and pain (w/ phenomenological accounts of time and space expansion), The way in which pain scales are constructed by those who developed them, and The analytic results of the pilot study we conducted and presented here. In turn, these

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text:
results give rise to a new interpretation of psychophysical observations such as Weber’s Law. Namely, that Just Noticeable Differences may correspond to geometric differences in qualia, not only in sensory stimuli. That is, that the exponential nature of many cases where Weber’s Law appears are not merely the result of a logarithmic compression on the patterns of stimulation at the “surface” of our sense organs. Rather, the observations presented here suggest that these long-tails deal directly with the quality and intensity of conscious experience itself. Additional Material Dimensionality of Pleasure and Pain Pain and pleasure may have an intrinsic “dimensionality.” Without elaborating, we will merely state that a generative definition for the “dimensionality of an experience” is the highest “virtual dimension” implied by the patterns of correlation between degrees of freedom. The hot pepper hands account I related suggested a kind of dimensional phase transition between 4/10 and 5/10 pain, where the patterns of a certain type (4/10 “sparks” of pain) would sometimes synchronize and generate a new type of higher-dimensional sensation (5/10 “solitons” of pain). To illustrate this idea further: First, in Hot Ones, Kumail Nanjiani describes several “leaps” in the spiciness of the wings, first at around 30,000

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Scoville (“this new ghost that appears and only here starts to visit you”), and second at around 130k Scoville (paraphrasing: “like how NES to Super Nintendo felt like a big jump, but then Super Nintendo to N64 was an even bigger leap” – “Now we are playing in the big leagues motherfucker! This is fucking real!”). This hints at a change in dimensionality, too. And second, Shinzen Young‘s advice about dealing with pain(Young 2011) involves not resisting it. He discusses how suffering is generated by the coordination between emotional, cognitive, and physical mental formations. If you can keep each of these mental formations happening independently and don’t allow their coordinated forms, you will avoid some of what makes the experience bad. This also suggests that higher-dimensional pain is qualitatively worse. Pragmatically, training to do this may make sense for the time being, since we are still some years away from sustainable pain-relief(Emilsson 2019g) for everyone. Mixed States We have yet to discuss in detail how mixed states come into play for a log-normal valence scale. The Symmetry Theory of Valence would suggest that most states are neutral in nature and that only processes that reduce entropy locally such as neural

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text:
annealing would produce highly-valenced states. In particular, we would see that high-valence states have very negative valence states nearby in configuration space; if you take a very good high-energy state and distort it in a random direction it will likely feel very unpleasant. The points in between would be mixed valence, which account for the majority of experiences in the wild. Qualia Formalism Qualia Formalism(Emilsson 2018a) posits that for any given system that sustains experiences, there is a mathematical object such that the mathematical features of that object are isomorphic to the system’s phenomenology. In turn, Valence Structuralism(Emilsson 2017a) posits that the hedonic nature of experience is encoded in a mathematical feature of this object. It is easier to find something real if you posit that it exists (rather than try to explain it away). We have suggested in the past that valence can be explained in terms of the [mathematical property of symmetry]((https://www.qri.org/blog/quantifying-bliss), which cashes out in the form of neural dissonance and consonance(Emilsson 2017c). In contrast to eliminativist(Tomasik 2015), illusionist, and non-formal(Tomasik 2014) approaches to consciousness, at QRI we simply start by assuming that experience has a deep ground truth structure and we see where we can go

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text:
from there. Although we currently lack the conceptual schemes, science, and vocabulary needed to talk in precise terms about different degrees of pleasure and pain (though we are trying!(Emilsson 2017c)), that is not a good reason to dismiss the first-person claims and indirect pieces of evidence concerning the true amounts of various kinds of qualia bound in each moment of experience. If valence does turn out to intrinsically be a mathematical feature of our experience, then both its quality and quantity could very well be precisely measurable, conceptually crisp, and tractable. A scientific fact that, if proven, would certainly have important implications in ethics and meta-ethics. Appendix A Base rate of mentions of best experiences: [(‘Falling in love,’ 42), (‘Children born,’ 41), (‘Marriage,’ 21), (‘Sex,’ 19), (‘College graduation,’ 13), (‘Orgasm,’ 11), (‘Alcohol,’ 8), (‘Vacation,’ 6), (‘Getting job,’ 6), (‘Personal favorite sports win,’ 6), (‘Nature scene,’ 5), (‘Owning home,’ 5), (‘Sports win,’ 4), (‘Graduating highschool,’ 4), (‘MDMA,’ 4), (‘Getting paid for the first time,’ 4), (‘Amusement park,’ 4), (‘Game of chance earning,’ 4), (‘Job achievement,’ 4), (‘Getting engaged,’ 4), (‘Cannabis,’ 3), (‘Eating favorite food,’ 3), (‘Unexpected gift,’ 3), (‘Moving to a better location,’ 3), (‘Travel,’ 3), (‘Divorce,’ 2), (‘Gifting car,’ 2),

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text:
(‘Giving to charity,’ 2), (‘LSD,’ 2), (‘Won contest,’ 2), (‘Friend reunion,’ 2), (‘Winning bike,’ 2), (‘Kiss,’ 2), (‘Pet ownership,’ 2), (‘Children,’ 1), (‘First air trip,’ 1), (‘First kiss,’ 1), (‘Public performance,’ 1), (‘Hugs,’ 1), (‘Unspecified,’ 1), (‘Recovering from unspecified kidney problem,’ 1), (‘College party,’ 1), (‘Graduate school start,’ 1), (‘Financial success,’ 1), (‘Dinner with loved one,’ 1), (‘Feeling supported,’ 1), (‘Children graduates from college,’ 1), (‘Family event,’ 1), (‘Participating in TV show,’ 1), (‘Psychedelic mushrooms,’ 1), (‘Opiates,’ 1), (‘Having own place,’ 1), (‘Making music,’ 1), (‘Becoming engaged,’ 1), (‘Theater,’ 1), (‘Extreme sport,’ 1), (‘Armed forces graduation,’ 1), (‘Birthday,’ 1), (‘Positive pregnancy test,’ 1), (‘Feeling that God exists,’ 1), (‘Belief that Hell does not exist,’ 1), (‘Getting car,’ 1), (‘Academic achievement,’ 1), (‘Helping others,’ 1), (‘Meeting soulmate,’ 1), (‘Daughter back home,’ 1), (‘Winning custody of children,’ 1), (‘Friend stops drinking,’ 1), (‘Masturbation,’ 1), (‘Friend not dead after all,’ 1), (‘Child learns to walk,’ 1), (‘Attending wedding of loved one,’ 1), (‘Children safe after dangerous situation,’ 1), (‘Unspecified good news,’ 1), (‘Met personal idol,’ 1), (‘Child learns to talk,’ 1), (‘Children good at school,’ 1)] Base rate of mentions of worst experiences: [(‘Father death,’ 19), (‘Childbirth,’ 16), (‘Grandmother death,’ 13), (‘Mother death,’

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text:
11), (‘Car accident,’ 9), (‘Kidney stone,’ 9), (‘Migraine,’ 9), (‘Romantic breakup,’ 9), (‘Broken arm,’ 6), (‘Broken leg,’ 6), (‘Work failure,’ 6), (‘Divorce,’ 5), (‘Pet death,’ 5), (‘Broken foot,’ 4), (‘Broken ankle,’ 4), (‘Broken hand,’ 4), (‘Unspecified,’ 4), (‘Friend death,’ 4), (‘Sister death,’ 4), (‘Skin burns,’ 3), (‘Skin cut needing stitches,’ 3), (‘Financial ruin,’ 3), (‘Property loss,’ 3), (‘Sprained ankle,’ 3), (‘Gallstones,’ 3), (‘Family breakup,’ 3), (‘Divorce of parents,’ 3), (‘C-section recovery,’ 3), (‘Love failure,’ 2), (‘Broken finger,’ 2), (‘Unspecified fracture,’ 2), (‘Broken ribs,’ 2), (‘Unspecified family death,’ 2), (‘Broken collarbone,’ 2), (‘Grandfather death,’ 2), (‘Unspecified illness,’ 2), (‘Period pain,’ 2), (‘Being cheated,’ 2), (‘Financial loss,’ 2), (‘Broken tooth,’ 2), (‘Cousin death,’ 2), (‘Relative with cancer,’ 2), (‘Cluster headache,’ 2), (‘Unspecified leg problem,’ 2), (‘Root canal,’ 2), (‘Back pain,’ 2), (‘Broken nose,’ 2), (‘Aunt death,’ 2), (‘Wisdom teeth,’ 2), (‘Cancer (eye),’ 1), (‘Appendix operation,’ 1), (‘Dislocated elbow,’ 1), (‘Concussion,’ 1), (‘Mono,’ 1), (‘Sexual assault,’ 1), (‘Kidney infection,’ 1), (‘Hemorrhoids,’ 1), (‘Tattoo,’ 1), (‘Unspecified kidney problem,’ 1), (‘Unspecified lung problem,’ 1), (‘Unspecified cancer,’ 1), (‘Unspecified childhood sickness,’ 1), (‘Broken jaw,’ 1), (‘Broken elbow,’ 1), (‘Thrown out back,’ 1), (‘Lost sentimental item,’ 1), (‘Abortion,’ 1), (‘Ruptured kidney,’ 1), (‘Big fall,’ 1), (‘Torn knee,’

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