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Manifold Steering from a Natural State is Effective and Generalizable, but Relies on Model Accuracy

The study demonstrates that manifold steering can be applied to the natural state of the Gemma-2-2b model in both raw residual space and CLT feature space. Results show that steering in residual space can be effective, but model accuracy affects the outcomes.

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PublishedOctober 12, 2026Anna Marbut
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WHY IT MAY MATTER

The method may be useful for improving model predictions, but its effectiveness depends on model accuracy.

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