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Steering Interference Reflects the Model's Defaults, Not the Behavior Directions
Activation steering promises modular control of language model behavior: a behavior such as politeness corresponds to a direction in a model's activations, and adding that direction while it generates should switch the behavior on and leave everything else alone. It does not. We ask what decides whi
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