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Testing the Construct Validity of a Functional Valence Axis in LLM Agents
Contrastive activation directions are often interpreted from what they decode or how strongly they steer behavior. But what evidence is sufficient to identify the construct represented by such a direction, rather than a correlated feature of the contrast used to extract it? We study this question fo
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