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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
    ","
    -0.03
     by
    -0.03
    ",
    -0.03
    _by
    -0.03
    _queue
    -0.03
    ',
    -0.03
    Positive Logits
     not
    0.05
    No
    0.05
     if
    0.03
    (line
    0.03
    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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    Circuit Sparsity
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    Explanations

    parentheses around expressions with commas (negative activations)

    python-code · gemini-2.5-flash-lite

    assignment of booleans

    python-code · gemini-2.5-flash-lite
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    Negative Logits
     ((
    -0.03
    ((
    -0.02
     [(
    -0.02
    ({
    -0.02
    ool
    -0.02
    loat
    -0.02
    _id
    -0.02
     bo
    -0.02
    ([
    -0.02
    T
    -0.02
    Positive Logits
    =True
    0.08
     &
    0.04
     |
    0.04
    _and
    0.03
    mo
    0.03
    ?
    0.03
     state
    0.02
    he
    0.02
     dfs
    0.02
     he
    0.02
    Activations Density 99.983%

    No Known Activations