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

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

Neuron 501 in Layer 3

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

Text #0

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Max Act: 0.0244. Min Act: -0.0001

Data Index: 409039 (C4 (Web Text))

Max Activating Token Index: 529

Text #1

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Max Act: 0.0236. Min Act: -0.0001

Data Index: 555577 (C4 (Web Text))

Max Activating Token Index: 323

Text #2

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Max Act: 0.0237. Min Act: -0.0001

Data Index: 271524 (C4 (Web Text))

Max Activating Token Index: 625

Text #3

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Max Act: 0.0233. Min Act: -0.0001

Data Index: 371249 (C4 (Web Text))

Max Activating Token Index: 1002

Text #4

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Max Act: 0.0217. Min Act: -0.0001

Data Index: 1153494 (C4 (Web Text))

Max Activating Token Index: 318

Text #5

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Max Act: 0.0216. Min Act: -0.0001

Data Index: 1441186 (Python Code)

Max Activating Token Index: 651

Text #6

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Data Index: 845005 (C4 (Web Text))

Max Activating Token Index: 731

Text #7

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Data Index: 1635042 (Python Code)

Max Activating Token Index: 823

Text #8

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Data Index: 80204 (C4 (Web Text))

Max Activating Token Index: 82

Text #9

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Data Index: 1246447 (C4 (Web Text))

Max Activating Token Index: 996

Text #10

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Data Index: 432232 (C4 (Web Text))

Max Activating Token Index: 29

Text #11

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Data Index: 41258 (C4 (Web Text))

Max Activating Token Index: 426

Text #12

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Data Index: 1296339 (C4 (Web Text))

Max Activating Token Index: 916

Text #13

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Data Index: 698044 (C4 (Web Text))

Max Activating Token Index: 1006

Text #14

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Data Index: 445106 (C4 (Web Text))

Max Activating Token Index: 283

Text #15

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Data Index: 122808 (C4 (Web Text))

Max Activating Token Index: 553

Text #16

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Max Activating Token Index: 259

Text #17

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Data Index: 1195229 (C4 (Web Text))

Max Activating Token Index: 319

Text #18

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Data Index: 206100 (C4 (Web Text))

Max Activating Token Index: 715

Text #19

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Max Act: 0.0177. Min Act: -0.0001

Data Index: 1300914 (C4 (Web Text))

Max Activating Token Index: 1017