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Topics, emotional valence, and Big Five personality traits — extracted from embedding geometry. One model, no LLM, just cosine distances to anchor texts and k-means clustering. What your posting reveals.

Reality Roundtable #19 — Dark Triad Personality Traits: How Psychopathy, Narcissism, and Machiavellianism Impact Our Cultures & Social Systems - The Great Simplification

Psychopathy is often portrayed as a rare and distant phenomenon – something confined to movie villains or prison cells. Yet when psychopathy is combined with narcissism and Machiavellianism to form what psychologists call the Dark Triad, its impact becomes far more immediate. Individuals with these traits can wield disproportionate influence over our culture, institutions, and daily lives. What goes on inside their minds, and how do they shape the world around us?

Philosophy Officer on Instagram: "I AM SO EMOTIONALLY MATURE I have massive problems with this term. Most people would say it means something along the lines of: the ability to understand, process, regulate or communicate emotions in a healthy way. Now the issue is that all of the terms you use to explain it leave so much room for interpretation the definition becomes almost vacuous. To understand an emotion means to know what caused it? To know the impact it has on you physiologically? To understand how it affects your cognition? To know how it affects others? Same goes with the term healthy, get far enough into a discussion on what it means to be healthy and people will start to disagree. Mental health? Physical? Communal? Spiritual? What’s more is that this term is thrown around in place of simple personality traits or individual quirks. Because someone is more emotional are they now less mature because they have an objectively more difficult time regulating them? Is the person with a dark sense of humour immature because he can’t hold in a laugh when everyone else finds the situation morbid or cruel? I think, to a great extent, it’s a bit of a shield or barrier of a term that absolves ourselves from taking responsibility for our behaviours. At the end of the day we know ourselves best, or at least better than most people. This means we best understand our emotions, how we regulate them, how we control them etc. We have this epistemic bias towards ourselves, since we simply know more about ourselves therefore we will often reason that others have less. Sorry I couldn’t polish off my ideas more I gotta run bye friends"

102K likes, 186 comments - the_philofficer on July 6, 2026: "I AM SO EMOTIONALLY MATURE I have massive problems with this term. Most people would say it means something along the lines of: the ability to understand, process, regulate or communicate emotions in a healthy way. Now the issue is that all of the terms you use to explain it leave so much room for interpretation the definition becomes almost vacuous. To understand an emotion means to know what caused it? To know the impact it has on you physiologically? To understand how it affects your cognition? To know how it affects others? Same goes with the term healthy, get far enough into a discussion on what it means to be healthy and people will start to disagree. Mental health? Physical? Communal? Spiritual? What’s more is that this term is thrown around in place of simple personality traits or individual quirks. Because someone is more emotional are they now less mature because they have an objectively more difficult time regulating them? Is the person with a dark sense of humour immature because he can’t hold in a laugh when everyone else finds the situation morbid or cruel? I think, to a great extent, it’s a bit of a shield or barrier of a term that absolves ourselves from taking responsibility for our behaviours. At the end of the day we know ourselves best, or at least better than most people. This means we best understand our emotions, how we regulate them, how we control them etc. We have this epistemic bias towards ourselves, since we simply know more about ourselves therefore we will often reason that others have less. Sorry I couldn’t polish off my ideas more I gotta run bye friends".

Objective, subjective, and accurate reporting of social media use: No evidence that daily social media use correlates with personality traits, motivational states, or well-being.

The Credit Card Debt Puzzle and Noncognitive Ability

Abstract Many households concurrently hold low-yield liquid assets while incurring costly credit card debt. In our sample, more than 80% of households with credit card debt also have low-yield liquid assets. Using data from the Health and Retirement Study (N = 30,517), we examine the role of noncognitive skills as well as the economic, financial, and demographic factors that affect the likelihood of co-holding. We find that the “Big Five” personality traits have a statistically significant and economically important effect: households with a more agreeable, introvert, and less conscientious head of household are more likely to co-hold. We also examine the role of intra-household dynamics.

Polyphenism

A polyphenic trait is a trait for which multiple, discrete phenotypes can arise from a single genotype as a result of differing environmental conditions. It is therefore a special case of phenotypic plasticity.

Spenders and savers, tightwads and spendthrifts: Individual correlates of personal ratings of being a spender or a saver.

Nobody Has a Personality Anymore

My generation is obsessed with treating every trait as a symptom of a disorder: You’re not shy, you’re autistic; you’re not forgetful, you’ve got ADHD, writes Freya India.

ADHD symptoms, entrepreneurial passion, and entrepreneurial performance

Recent studies have substantially enhanced our understanding of attention deficit and hyperactivity disorder (ADHD) in entrepreneurship—articulating the theoretical relevance of ADHD-type traits in entrepreneurship and confirming the positive linkages between ADHD symptoms/diagnosis and entrepreneurial intentions and behavior. However, how and why some people with ADHD symptoms run successful ventures, while other entrepreneurs fail to perform well, is still not well established. Our study builds on a Gestalt perspective that integrates person–environment fit and broaden-and-build theorizing, and proposes that strong positive emotions enable entrepreneurs with ADHD symptoms (at the subclinical level) to mitigate/reinforce the effect of ADHD’s trait-specific weaknesses/strengths to achieve entrepreneurial performance. Relying on fuzzy-set methodology, our findings indicate that for entrepreneurs with ADHD symptoms, entrepreneurial performance occurs when they simultaneously experience passion for founding and developing. This passion configuration is unique to successful ADHD-type entrepreneurs. As such, this study offers novel theoretical and empirical insights as well as implications for practitioners.

The shrinking landscape of linguistic diversity in the age of large language models

Language is far more than a communication tool; it encodes a wealth of information about a person’s identity, psychological state and social context, providing valuable insights for diverse fields including psychology, marketing and healthcare. Across three studies spanning seven datasets in different domains and over 880,000 texts, we show that the widespread adoption of large language models (LLMs) as writing assistants is linked to declines in linguistic diversity, interfering with the societal and psychological insights language provides. While core content is retained when LLMs polish and rewrite texts, LLMs also homogenize writing styles, reducing writing-complexity variance by a statistically significant 21–50% across datasets and models (P ≤ 0.05), and amplify patterns associated with dominant characteristics while suppressing others, emphasizing conformity over individuality. These trends hold across different LLMs, prompts and contexts, with potential implications for diagnostic processes, personalization efforts, hiring assessments and cultural preservation.

Seeming to belong: Camouflaging and pragmatic self-perception in twice-exceptional adults across neurodivergent profiles

Background and objective Social camouflaging and pragmatic self-perception are key aspects of communication in neurodivergent populations. However, little is known about how these processes manifest in adults with autism, high intellectual ability (HIA), or twice-exceptionality (2e: HIA+autism). This study aimed to examine group-based differences in communicative adaptation and perceived pragmatic competence across these profiles. Materials and methods A total of 109 Spanish-speaking adults participated. Social camouflaging was assessed using the Camouflaging Autistic Traits Questionnaire (CAT-Q), and pragmatic self-perception was measured with the Communicative Competence Profile (CCP). Statistical analyses explored differences across groups and by gender. Results Significant differences emerged in all CAT-Q dimensions. Autistic participants reported the highest levels of camouflaging, followed by the 2e group, while only the compensation subscale distinguished autism from 2e. Regarding pragmatic self-perception, the HIA group scored highest, suggesting stronger communicative confidence, whereas autistic adults scored lowest. The 2e profile consistently occupied an intermediate position, though closer to autism, especially in subtle pragmatic aspects. Gender effects were limited overall but more noticeable within the Autism group. Conclusions Findings reveal distinct patterns of social camouflaging and pragmatic self-perception across neurodivergent profiles. Twice-exceptional adults show intermediate but autism-leaning traits, underscoring the complexity of their communicative adaptation. Results emphasize the need for inclusive frameworks that account for diverse communication styles within neurodivergence. Resumen Antecedentes y objetivo El camuflaje social y la autopercepción pragmática son aspectos clave de la comunicación en poblaciones neurodivergentes. Sin embargo, se sabe poco sobre cómo se manifiestan estos procesos en adultos con autismo, alta capacidad intelectual (HCI) o doble excepcionalidad (2e: HCI+autismo). Este estudio tuvo como objetivo examinar las diferencias entre grupos en la adaptación comunicativa y la competencia pragmática percibida en estos perfiles. Material y métodos Un total de 109 adultos hispanohablantes participaron en el estudio. El camuflaje social se evaluó mediante el Camouflaging Autistic Traits Questionnaire (CAT-Q), y la autopercepción pragmática se midió con el Communicative Competence Profile (CCP). Los análisis estadísticos exploraron diferencias entre grupos y por género. Resultados Se encontraron diferencias significativas en todas las dimensiones del CAT-Q. Los participantes autistas reportaron los niveles más altos de camuflaje, seguidos por el grupo 2e, mientras que solo la subescala de compensación distinguió al autismo del 2e. En cuanto a la autopercepción pragmática, el grupo HCI obtuvo las puntuaciones más altas, lo que sugiere mayor confianza comunicativa, mientras que los adultos autistas puntuaron más bajo. El perfil 2e se situó de manera consistente en una posición intermedia, aunque más cercana al autismo, especialmente en aspectos pragmáticos sutiles. Los efectos de género fueron en general limitados, pero más notables dentro del grupo con autismo. Conclusiones Los hallazgos revelan patrones diferenciados de camuflaje social y autopercepción pragmática en los distintos perfiles neurodivergentes. Los adultos con doble excepcionalidad muestran características intermedias pero con tendencia hacia el autismo, lo que subraya la complejidad de su adaptación comunicativa. Los resultados enfatizan la necesidad de marcos inclusivos que contemplen estilos de comunicación diversos dentro de la neurodivergencia.

Living With the Gift of Giftedness: An Exploratory Study on the Well-Being of Intellectually Gifted Adults

While it is now argued that intellectual giftedness is not causally associated with well-being, the individual and environmental determinants associated remain empirically underexplored. Trying to fill this gap, this study investigated potential risk and protective factors on the well-being and mental health of 219 Canadian intellectually gifted adults. Exploratory transversal analyses were conducted between 11 determinants frequently evoked in the literature on intellectually gifted individuals and hedonic well-being (positive/negative affect; ∝ = .85-.87; satisfaction with life; ∝ = .88), eudemonic well-being (existential crisis/meaning in life; ∝ = .76-.87; interpersonal connection; ∝ = 92) and psychopathologies. Results show that twice-exceptionality and lower socioeconomic status are risk factors for the development of psychopathologies, while being married/in civil union and having a higher perceived level of potential achievement are protective factors for hedonic and eudemonic well-being. Results are discussed in light of previous knowledge about gifted individuals.

Anthropic on Twitter / X

In previous research, we found that Claude expresses over 3,000 values, like honesty and warmth. In new work, we asked how the values Claude expresses vary between Claude models and across languages.We analyzed 300K+ anonymized conversations to find out.https://t.co/PgxsMXipt5— Anthropic (@AnthropicAI) July 13, 2026