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Preview of Not This But That

Not This But That

Why chatbots keep writing "not X but Y": 25 sparse-autoencoder features in Gemma 2 2B decide it. Ablating them cut it 97% in a pre-registered test, replicated in Gemma 3. Code, data, pre-registrations and the tests that failed.

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