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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%

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    Circuit Sparsity
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    Explanations

    string literal comma separator

    python-code · gemini-2.5-flash-lite

    list initialization values (negative activations)

    python-code · gemini-2.5-flash-lite
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    Negative Logits
     un
    -0.12
     qu
    -0.06
    _v
    -0.06
     con
    -0.05
     [
    -0.05
     ve
    -0.05
    (w
    -0.05
            ↵
    -0.04
     //
    -0.04
    (v
    -0.04
    Positive Logits
    ilities
    0.13
    out
    0.12
    tic
    0.12
    ized
    0.10
    ility
    0.10
    ize
    0.08
    iz
    0.07
    xF
    0.06
    ariable
    0.06
    tive
    0.06
    Activations Density 100.000%

    No Known Activations