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

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

Neuron 1580 in Layer 1

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

Text #0

Max Range: 0.0537. Min Range: -0.0537

Max Act: 0.0537. Min Act: -0.0002

Data Index: 1099479 (C4 (Web Text))

Max Activating Token Index: 377

Text #1

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Max Act: 0.0526. Min Act: -0.0002

Data Index: 1268945 (C4 (Web Text))

Max Activating Token Index: 217

Text #2

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Max Act: 0.0516. Min Act: -0.0003

Data Index: 1103431 (C4 (Web Text))

Max Activating Token Index: 828

Text #3

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Max Act: 0.0420. Min Act: -0.0002

Data Index: 250374 (C4 (Web Text))

Max Activating Token Index: 640

Text #4

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Max Act: 0.0439. Min Act: -0.0003

Data Index: 1323331 (C4 (Web Text))

Max Activating Token Index: 626

Text #5

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Max Act: 0.0474. Min Act: -0.0003

Data Index: 620398 (C4 (Web Text))

Max Activating Token Index: 771

Text #6

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Max Act: 0.0397. Min Act: -0.0002

Data Index: 103352 (C4 (Web Text))

Max Activating Token Index: 741

Text #7

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Data Index: 247346 (C4 (Web Text))

Max Activating Token Index: 806

Text #8

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Max Act: 0.0423. Min Act: -0.0002

Data Index: 767385 (C4 (Web Text))

Max Activating Token Index: 227

Text #9

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Max Act: 0.0432. Min Act: -0.0003

Data Index: 898844 (C4 (Web Text))

Max Activating Token Index: 189

Text #10

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Data Index: 1139988 (C4 (Web Text))

Max Activating Token Index: 165

Text #11

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Data Index: 991916 (C4 (Web Text))

Max Activating Token Index: 59

Text #12

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Data Index: 401352 (C4 (Web Text))

Max Activating Token Index: 409

Text #13

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Max Act: 0.0334. Min Act: -0.0002

Data Index: 1010229 (C4 (Web Text))

Max Activating Token Index: 500

Text #14

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Data Index: 801905 (C4 (Web Text))

Max Activating Token Index: 870

Text #15

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Data Index: 1353209 (C4 (Web Text))

Max Activating Token Index: 76

Text #16

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Data Index: 580910 (C4 (Web Text))

Max Activating Token Index: 72

Text #17

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Data Index: 619600 (C4 (Web Text))

Max Activating Token Index: 289

Text #18

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Data Index: 125734 (C4 (Web Text))

Max Activating Token Index: 419

Text #19

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Max Act: 0.0315. Min Act: -0.0002

Data Index: 423147 (C4 (Web Text))

Max Activating Token Index: 974