Model: SoLU Model: 10 Layers, 5120 Neurons per Layer

Dataset: 80% C4 (Web Text) and 20% Python Code

Neuron 4110 in Layer 1

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-10l')

Text #0

Max Range: 0.0314. Min Range: -0.0314

Max Act: 0.0314. Min Act: -0.0003

Data Index: 1095024 (C4 (Web Text))

Max Activating Token Index: 911

Text #1

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Max Act: 0.0302. Min Act: -0.0003

Data Index: 391663 (C4 (Web Text))

Max Activating Token Index: 134

Text #2

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Max Act: 0.0311. Min Act: -0.0003

Data Index: 1063531 (C4 (Web Text))

Max Activating Token Index: 12

Text #3

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Max Act: 0.0306. Min Act: -0.0003

Data Index: 307019 (C4 (Web Text))

Max Activating Token Index: 111

Text #4

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Max Act: 0.0288. Min Act: -0.0003

Data Index: 67189 (C4 (Web Text))

Max Activating Token Index: 649

Text #5

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Max Act: 0.0314. Min Act: -0.0003

Data Index: 497051 (C4 (Web Text))

Max Activating Token Index: 227

Text #6

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Max Act: 0.0288. Min Act: -0.0003

Data Index: 711165 (C4 (Web Text))

Max Activating Token Index: 10

Text #7

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Max Act: 0.0285. Min Act: -0.0003

Data Index: 1286755 (C4 (Web Text))

Max Activating Token Index: 44

Text #8

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Max Act: 0.0279. Min Act: -0.0003

Data Index: 460309 (C4 (Web Text))

Max Activating Token Index: 421

Text #9

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Max Act: 0.0265. Min Act: -0.0003

Data Index: 457894 (C4 (Web Text))

Max Activating Token Index: 955

Text #10

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Max Act: 0.0273. Min Act: -0.0003

Data Index: 82453 (C4 (Web Text))

Max Activating Token Index: 327

Text #11

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Data Index: 559940 (C4 (Web Text))

Max Activating Token Index: 753

Text #12

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Data Index: 579239 (C4 (Web Text))

Max Activating Token Index: 574

Text #13

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Max Act: 0.0261. Min Act: -0.0003

Data Index: 327686 (C4 (Web Text))

Max Activating Token Index: 589

Text #14

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Data Index: 1302506 (C4 (Web Text))

Max Activating Token Index: 581

Text #15

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Data Index: 649331 (C4 (Web Text))

Max Activating Token Index: 176

Text #16

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Max Activating Token Index: 157

Text #17

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Data Index: 173034 (C4 (Web Text))

Max Activating Token Index: 445

Text #18

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Max Act: 0.0265. Min Act: -0.0003

Data Index: 436315 (C4 (Web Text))

Max Activating Token Index: 630

Text #19

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Max Act: 0.0244. Min Act: -0.0003

Data Index: 33717 (C4 (Web Text))

Max Activating Token Index: 273