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    Circuit Sparsity
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    Explanations

    `__init__` method definition

    python-code · gemini-2.5-flash-lite
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    Negative Logits
     q
    -0.09
    q
    -0.07
    22
    -0.05
    gs
    -0.04
     r
    -0.04
    .d
    -0.04
    Q
    -0.04
     id
    -0.03
     dist
    -0.03
    X
    -0.02
    Positive Logits
    ffe
    0.06
    imum
    0.05
    adjac
    0.04
    li
    0.03
     spe
    0.03
    ing
    0.02
    and
    0.02
     co
    0.01
        ↵
    0.01
    S
    0.01
    Activations Density 51.818%

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    Circuit Sparsity
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    Explanations

    argument name in function call (negative activations)

    python-code · gemini-2.5-flash-lite

    numeric literal following dot

    python-code · gemini-2.5-flash-lite
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    Negative Logits
    !
    -0.06
    ..
    -0.04
    ?
    -0.04
    ...
    -0.04
    ^
    -0.02
    <
    -0.02
    >
    -0.02
     given
    -0.02
    -0.02
    sert
    -0.01
    Positive Logits
    000
    0.04
     heap
    0.01
     function
    0.01
     True
    0.01
     contain
    0.01
     check
    0.01
    }
    0.00
    )
    0.00
    ing
    0.00
    '
    0.00
    Activations Density 65.300%

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