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    3. Llama3.3-70B-IT
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    PHP foreach loops

    np_acts-logits-general · gemini-2.5-flash-lite
    New Auto-Interp
    Top Features by Cosine Similarity
    Comparing With LLAMA3.3-70B-IT @ 50-resid-post-gf
    Configuration
    Goodfire/Llama-3.3-70B-Instruct-SAE-l50/Llama-3.3-70B-Instruct-SAE-l50.pt
    Prompts (Dashboard)
    10,000 prompts, 128 tokens each
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    lmsys/lmsys-chat-1m
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    Negative Logits
    unes
    -0.10
     #$
    -0.10
    urv
    -0.09
    $headers
    -0.09
    ven
    -0.09
    eld
    -0.08
    deaux
    -0.08
     ucwords
    -0.08
    uest
    -0.08
    /perl
    -0.08
    POSITIVE LOGITS
     $
    0.22
     foreach
    0.16
    $
    0.14
    foreach
    0.13
     preg
    0.13
     switch
    0.12
    $s
    0.12
    \tforeach
    0.11
    echo
    0.11
    $t
    0.11
    Activations Density 0.012%

    No Known Activations