[KongchangAI]
Unverified50% confidenceFactExact time

The internal representation conclusions hold in only 3 of 5 open-source families; OLMo-2's source direction becomes entangled with the assistant direction and is difficult to separate, while Gemma-4 is highly susceptible to reversal and cannot be controlled through linear intervention.

1
Sources
50%
Confidence
Long-term
Relevance
10/1/2026
First Seen

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