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    3. Gemma-3-27B-IT
    5. 31-GEMMASCOPE-2-RES-262K
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    Explanations

    redundant and unnecessary phrasing

    np_acts-logits-general · gemini-2.5-flash-lite
    New Auto-Interp
    Top Features by Cosine Similarity
    Configuration
    google/gemma-scope-2-27b-it/resid_post/layer_31_width_262k_l0_medium
    Prompts (Dashboard)
    238,145 prompts, 512 tokens each
    Dataset (Dashboard)
    lmsys + oasst1
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    Negative Logits
    蚯
    0.46
     जिंक
    0.39
    кови
    0.39
     Scripts
    0.38
    Script
    0.37
     zvý
    0.37
     errorMessage
    0.36
    ্ঞ
    0.35
    ॉर्ड
    0.35
    Scripts
    0.35
    POSITIVE LOGITS
     unnecessary
    0.64
     superfluous
    0.61
     redundant
    0.60
     cumbersome
    0.55
     unnecessarily
    0.50
    redund
    0.46
     superflu
    0.46
     needless
    0.45
    remove
    0.45
    excess
    0.44
    Activations Density 0.117%

    No Known Activations