2026
Emotions Where Art Thou: Understanding and Characterizing the Emotional Latent Space of Large Language Models
ICLR 2026poster
This work investigates how large language models (LLMs) internally represent emotion by analyzing the geometry of their hidden-state space. Using a synthetic dataset of emotionally rewritten sentences, we identify a low-dimensional emotional manifold via singular value decomposition and show that em…