Same Outcome, Different Readout: What Does a Steerable Valence Direction in LLMs Represent?

Weihan Li, Xinlei Chen, Yuhan Song +2

Claims about what an internal direction in an LLM represents need evidential constraints beyond an observer's prior beliefs about the system. Decodability and successful activation…