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    3. Llama3.3-70B-IT
    5. 50-RESID-POST-GF
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    list of python code constructs

    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
     dread
    -0.11
    (parseInt
    -0.11
    (parseFloat
    -0.10
    (tol
    -0.09
    (concat
    -0.09
    (chr
    -0.08
    ollo
    -0.08
    èĦĤ
    -0.08
     Carm
    -0.08
    (Convert
    -0.08
    POSITIVE LOGITS
    ((
    0.13
    lify
    0.11
    OrNull
    0.10
    ify
    0.10
    (self
    0.10
    .from
    0.10
    ([
    0.10
    .Undef
    0.10
    fy
    0.09
    ToStr
    0.09
    Activations Density 0.032%

    No Known Activations