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    Circuit Sparsity
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    Explanations

    itertools.product and entropy

    python-code · gemini-2.5-flash-lite

    method call with parentheses () (negative activations)

    python-code · gemini-2.5-flash-lite
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    Negative Logits
    print
    -0.05
    ound
    -0.05
     lo
    -0.04
    lo
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     Re
    -0.03
    or
    -0.03
    der
    -0.03
    ad
    -0.03
    -0.03
    -0.02
    Positive Logits
    xF
    0.07
    ize
    0.06
    nt
    0.05
    ;
    0.04
    loat
    0.04
     [↵
    0.03
     the
    0.03
    self
    0.03
    ket
    0.03
    ger
    0.03
    Activations Density 100.000%

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    Circuit Sparsity
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    Explanations

    list comprehensions (negative activations)

    python-code · gemini-2.5-flash-lite
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    Negative Logits
     main
    -0.14
     closest
    -0.14
     distance
    -0.14
    _distance
    -0.13
     distances
    -0.13
     lat
    -0.12
    main
    -0.12
    _distances
    -0.12
    distance
    -0.12
    ain
    -0.11
    Positive Logits
    ]][
    0.05
    .index
    0.05
    light
    0.05
    .read
    0.04
     Calculate
    0.03
    umn
    0.03
    0.03
    0.03
    len
    0.03
    0.03
    Activations Density 98.400%

    No Known Activations