Some Emotions Run Deeper: Layer-wise Probing and Causal Intervention in Large Language Models

Tian Fang, Gaël Guibon, Davide Buscaldi

Emotion is expressed in text along a wide spectrum, from surface lexical cues to inferences entangled with content. Most layer-wise analyses of emotion in LLMs use a single corpus,…