Emotion Concepts and their Function in a Large Language Model

"Large language models (LLMs) sometimes appear to exhibit emotional reactions. We investigate why this is the case in Claude Sonnet 4.5 and explore implications for alignment-relevant behavior. We find internal representations of emotion concepts, which encode the broad concept of a particular emotion and generalize across contexts and behaviors it might be linked to. These representations track the operative emotion concept at a given token position in a conversation, activating in accordance..."

https://transformer-circuits.pub/2026/emotions/index.html

#ai #claude #codegen #cogsci #emotions #llms
Emotion Concepts and their Function in a Large Language Model

https://ocrampal.com/when-the-question-itself-was-the-problem/

Most philosophical debates don't need better answers. They need a different starting point. This dialogue explores a framework in which paradoxes about mind and body and reality stop arising.

#programming #AI #intelligence #cogsci #philpsy #neurosky #philosophy

When the Question Itself Was the Problem

Most philosophical debates don't need better answers. They need a different starting point. This dialogue explores Geneosophy, a framework in which centuries-old paradoxes about mind and body, mathematics and reality, don't get solved. They stop arising. [Part 1] | [Part 2] | [Part 3] | [Part 4] | [Part 5] | [Part 6] Practitioner: I

ocrampal`s place
Check out some really great work our team, Brain & AI at FAIR, has been working on! Introducing NeuralSet: a fast, simple, and scalable Python framework for Neuro-AI Great thread below! 🧪🧠📈🧠🤖 #cogsci #NeuroAI #neuroscience #ai #opensource #Python

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Every major intellectual revolution has a Galileo moment: when the object of inquiry becomes clear, the method takes shape, and the formal language is still being forged.

https://www.ocrampal.com/the-galileo-moment/

#programming #psychology #AI #intelligence #cogsci #philpsy #neurosky #philosophy

The Galileo Moment

Every major intellectual revolution has a Galileo moment: when the object of inquiry becomes clear, the method takes shape, and the formal language adequate to carry the new questions is still being forged. Newton and Leibniz didn't find calculus waiting for them. The questions Galileo opened called it into existence.

ocrampal`s place

There is an I you feel. Located, bounded, looking out at the world from somewhere behind your eyes. Geneosophy is not interested in that I.

https://www.ocrampal.com/the-ground-beneath-the-i/

#programming #psychology #AI #intelligence #cogsci #philpsy #neurosky #philosophy

The Ground Beneath the "I"

There is an I you feel. Located, bounded, looking out at the world from somewhere behind your eyes. Geneosophy is not interested in that I. It is interested in what makes that I possible, the generative ground beneath perception, beneath experience, beneath the very distinction between inside and outside. This

ocrampal`s place

We have become master cartographers of the "given." By scaling computation, we have built maps so vast and detailed that we often mistake the territory for the grid.

https://www.ocrampal.com/the-question-ai-will-never-ask/

#programming #psychology #AI #intelligence #cogsci #philpsy #neurosky #philosophy

The Question AI Will Never Ask

We have become master cartographers of the "given." By scaling computation, we have built maps so vast and detailed that we often mistake the territory for the grid. But as the dialogue between the AI Practitioner and the Philosopher reveals, our current path in Artificial Intelligence is a pursuit of

ocrampal`s place

In conversation with other #UX practitioners, I often lament that fundamental #CogSci expertise is missing in most of our craft's public discourse. An example for that are the Gestalt Laws, such as figure/ground in this video.

Someone designing human-computer #interactions absolutely must understand these principles, even if they don't know their formal names. Judging from the average software UI shipping these days, alas, it's not taught and/or valued nearly enough.

https://youtu.be/WGZ2jUvBf1w

Gestalt Principles: Design Intuitive Interfaces | Course Preview

YouTube

We talk endlessly about what AI can and cannot do. We talk very little about the assumptions built into the question itself. This dialogue follows a philosopher and an AI practitioner.

https://ocrampal.com/from-plato-to-gradient-descent-the-frame-we-forgot-we-chose/

#programming #psychology #AI #intelligence #cogsci #philpsy #neurosky #philosophy

From Plato to Gradient Descent: The Frame We Forgot We Chose

Practitioner: I’ll be honest—I find the "philosophy of AI" a bit indulgent. We aren’t guessing anymore. We’re building systems that work. GPT, AlphaFold, Sora... these aren't accidents. We’ve clearly cracked the code on how intelligence functions. Philosopher: I don’t doubt the results. But results

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I’m also excited to introduce students to our redesigned Philosophy of Mind MA (www.ucd.ie/philosophy/s...) and Cognitive Science MSc programmes (www.ucd.ie/philosophy/s...). Both include a wide range of philosophy and interdisciplinary options and intro modules. #PhilMind #PhilCogSci #CogSci

MA in Philosophy of Mind and E...
MA Philosophy of Mind and Embodied Cognition - UCD School of Philosophy

🧪🧠📈 Happy #SciFri folks! Wanted to share out some work my team has been working on. Introducing TRIBE v2: a foundation model of the brain's responses to sight, sound & language. great work led by @[email protected]! Check out his post for more details! 🤩 #cogsci #neuro #compneuro #neuroai

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