Single neuron steering works far worse than contrastive-pair control vectors in practice

burny_tech · x · 2026-10-28

Developer lumpenspace reports from hands-on experience that single neuron steering, like SAEs before it, performs far worse than contrastive-pair control vectors in practice, judging by coherence and consistency of model outputs. A practical data point for anyone working on model behavior steering.

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