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

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

Neuron 4020 in Layer 1

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

Text #0

Max Range: 0.0431. Min Range: -0.0431

Max Act: 0.0431. Min Act: -0.0003

Data Index: 783463 (C4 (Web Text))

Max Activating Token Index: 161

Text #1

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Max Act: 0.0352. Min Act: -0.0003

Data Index: 1010551 (C4 (Web Text))

Max Activating Token Index: 282

Text #2

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Max Act: 0.0362. Min Act: -0.0002

Data Index: 715928 (C4 (Web Text))

Max Activating Token Index: 292

Text #3

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Max Act: 0.0325. Min Act: -0.0003

Data Index: 467682 (C4 (Web Text))

Max Activating Token Index: 121

Text #4

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Max Act: 0.0310. Min Act: -0.0002

Data Index: 17762 (C4 (Web Text))

Max Activating Token Index: 526

Text #5

Max Range: 0.0431. Min Range: -0.0431

Max Act: 0.0306. Min Act: -0.0002

Data Index: 648920 (C4 (Web Text))

Max Activating Token Index: 711

Text #6

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Max Act: 0.0307. Min Act: -0.0002

Data Index: 668274 (C4 (Web Text))

Max Activating Token Index: 711

Text #7

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Max Act: 0.0315. Min Act: -0.0003

Data Index: 879132 (C4 (Web Text))

Max Activating Token Index: 169

Text #8

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Max Act: 0.0312. Min Act: -0.0002

Data Index: 118995 (C4 (Web Text))

Max Activating Token Index: 501

Text #9

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Max Act: 0.0310. Min Act: -0.0002

Data Index: 887965 (C4 (Web Text))

Max Activating Token Index: 556

Text #10

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Max Act: 0.0291. Min Act: -0.0002

Data Index: 616889 (C4 (Web Text))

Max Activating Token Index: 827

Text #11

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Data Index: 552702 (C4 (Web Text))

Max Activating Token Index: 145

Text #12

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Data Index: 477430 (C4 (Web Text))

Max Activating Token Index: 212

Text #13

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Max Act: 0.0278. Min Act: -0.0003

Data Index: 141157 (C4 (Web Text))

Max Activating Token Index: 107

Text #14

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Max Act: 0.0278. Min Act: -0.0002

Data Index: 137652 (C4 (Web Text))

Max Activating Token Index: 258

Text #15

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Max Activating Token Index: 816

Text #16

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Max Activating Token Index: 724

Text #17

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Max Act: 0.0281. Min Act: -0.0002

Data Index: 275454 (C4 (Web Text))

Max Activating Token Index: 523

Text #18

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Max Act: 0.0287. Min Act: -0.0003

Data Index: 928808 (C4 (Web Text))

Max Activating Token Index: 379

Text #19

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Max Act: 0.0274. Min Act: -0.0002

Data Index: 678250 (C4 (Web Text))

Max Activating Token Index: 357