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    Circuit Sparsity
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    Explanations

    variable assignment (negative activations)

    python-code · gemini-2.5-flash-lite

    variable assignment after if

    python-code · gemini-2.5-flash-lite
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    Negative Logits
    lambda
    -0.05
    (str
    -0.05
     dfs
    -0.04
    .position
    -0.04
    ","
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     by
    -0.03
    ",
    -0.03
    _by
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    _queue
    -0.03
    ',
    -0.03
    Positive Logits
     not
    0.05
    No
    0.05
     if
    0.03
    (line
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    Error
    0.03
     !=
    0.03
     no
    0.02
    ry
    0.02
     out
    0.02
     al
    0.02
    Activations Density 99.932%

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    Explanations

    function definition start (negative activations)

    python-code · gemini-2.5-flash-lite

    elif or else keyword

    python-code · gemini-2.5-flash-lite
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    Negative Logits
    ',
    -0.04
    :
    -0.04
    ",
    -0.04
    ;
    -0.03
    .strip
    -0.03
    ~
    -0.03
    ","
    -0.03
    :↵
    -0.02
    ,
    -0.02
     ",
    -0.02
    Positive Logits
    {
    0.02
    re
    0.01
    (neighbor
    0.01
    ck
    0.01
    dividual
    0.01
    es
    0.01
    (input
    0.01
     whi
    0.01
    _index
    0.00
     index
    0.00
    Activations Density 53.688%

    No Known Activations