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    Circuit Sparsity
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    Explanations

    `.add` attribute access (negative activations)

    python-code · gemini-2.5-flash-lite

    .get method, class attributes, or numerical condition

    python-code · gemini-2.5-flash-lite
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    Negative Logits
    current
    -0.04
    over
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    vious
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    in
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    ree
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    xF
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    si
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    R
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    E
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    O
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    Positive Logits
    ost
    0.04
    Ä
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    text
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    _of
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     o
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     j
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    ol
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     e
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    _to
    0.01
     se
    0.01
    Activations Density 39.512%

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    print statement after if/else (negative activations)

    python-code · gemini-2.5-flash-lite

    def __init__

    python-code · gemini-2.5-flash-lite
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    Negative Logits
     {}↵↵
    -0.06
     {}↵
    -0.05
     []↵↵
    -0.04
     it
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     collections
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     []↵
    -0.04
    .append
    -0.04
     -=
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     {↵
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     between
    -0.03
    Positive Logits
    |>
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    ↵        ↵
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    ↵
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    ↵            ↵
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    "↵
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     ↵
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    č
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     :
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    Activations Density 61.686%

    No Known Activations