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    Circuit Sparsity
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    closing parenthesis of len() call

    python-code · gemini-2.5-flash-lite
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    Negative Logits
    append
    -0.03
    update
    -0.02
    ush
    -0.02
     add
    -0.02
     import
    -0.02
    alculate
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    None
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     update
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    add
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    enerate
    -0.02
    Positive Logits
    ()
    0.05
    >
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     >
    0.03
    }:
    0.03
    ="
    0.03
     <
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    ='
    0.02
    <
    0.02
    }
    0.02
    =
    0.02
    Activations Density 89.451%

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    Circuit Sparsity
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    .append method call (negative activations)

    python-code · gemini-2.5-flash-lite

    index access with `]`

    python-code · gemini-2.5-flash-lite
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    Negative Logits
    .keys
    -0.07
    .append
    -0.06
    ()↵
    -0.04
    ][
    -0.03
     -=
    -0.02
    .remove
    -0.02
     +=
    -0.02
     If
    -0.02
    .write
    -0.02
    .add
    -0.02
    Positive Logits
     found
    0.03
    ["
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     ("
    0.02
    ['
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     (
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     ('
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     ((
    0.02
    over
    0.02
    Activations Density 99.769%

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