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

arXiv:2609.22850v4 Announce Type: replace-cross Abstract: 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 steering do not, by t