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#steering

2 curated events
papersTODAY 04:00 UTC

arXiv Paper: Empathy in LLMs Is Steerable but Acts Along Multiple Axes

A new arXiv preprint examines whether supportive empathy in large language models can be controlled through activation steering, as has been done for traits like honesty and refusal. Using the EPITOME dataset, the authors analyze the geometry of the underlying mechanisms and find that empathy does not map cleanly onto a single controllable direction, indicating a multi-axial structure. The work also looks at how persona settings influence these empathy-related representations.

papersTODAY 04:00 UTC

arXiv Paper Studies Steerability Signatures in Language Model Activations

A new arXiv preprint investigates why steering language models with contrastive representation pairs works well for some behaviors but not others. The authors look for measurable signatures in activation space that indicate how steerable a given model behavior is. The work aims to make activation-based control more predictable rather than relying on trial and error.