Steering techniques can fail when applied off-manifold from the concept subspaces

why steering can fail off-manifold

https://www.cognitiverevolution.ai/thinking-in-silico-goodfire-cto-dan-balsam-on-concept-manifolds-a-1000-month-ml-research-agent/