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    3. Llama3.3-70B-IT
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    programming concepts: code, program, data

    np_acts-logits-general · gemini-2.5-flash-lite
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    Comparing With LLAMA3.3-70B-IT @ 50-resid-post-gf
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    Goodfire/Llama-3.3-70B-Instruct-SAE-l50/Llama-3.3-70B-Instruct-SAE-l50.pt
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    10,000 prompts, 128 tokens each
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    lmsys/lmsys-chat-1m
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    Negative Logits
     programm
    -0.13
     reb
    -0.10
     Programm
    -0.10
    asics
    -0.09
    mojom
    -0.09
    EMPLARY
    -0.09
    æ»
    -0.09
    lej
    -0.09
    Intialized
    -0.09
     programmed
    -0.09
    POSITIVE LOGITS
     code
    0.25
     program
    0.20
    code
    0.18
     programs
    0.17
     Code
    0.16
    代çłģ
    0.16
    -code
    0.15
     flow
    0.14
    _code
    0.14
     Program
    0.14
    Activations Density 0.240%

    No Known Activations