Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control
Researchers developed a method to identify valence-arousal subspaces in large language models, enabling controlled emotional steering of AI outputs. The technique demonstrates cross-architecture effectiveness on multiple models and reveals that emotional control can bidirectionally influence AI behaviors like refusal and sycophancy.