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

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

Neuron 1 in Layer 1

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

Text #0

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0260. Min Act: -0.0003

Data Index: 1192940 (C4 (Web Text))

Max Activating Token Index: 6

Text #1

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0249. Min Act: -0.0003

Data Index: 35172 (C4 (Web Text))

Max Activating Token Index: 34

Text #2

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0234. Min Act: -0.0003

Data Index: 81582 (C4 (Web Text))

Max Activating Token Index: 450

Text #3

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0236. Min Act: -0.0003

Data Index: 954008 (C4 (Web Text))

Max Activating Token Index: 559

Text #4

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0226. Min Act: -0.0003

Data Index: 946716 (C4 (Web Text))

Max Activating Token Index: 444

Text #5

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0221. Min Act: -0.0003

Data Index: 554135 (C4 (Web Text))

Max Activating Token Index: 333

Text #6

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0211. Min Act: -0.0003

Data Index: 629534 (C4 (Web Text))

Max Activating Token Index: 741

Text #7

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0216. Min Act: -0.0003

Data Index: 629359 (C4 (Web Text))

Max Activating Token Index: 144

Text #8

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0213. Min Act: -0.0003

Data Index: 95241 (C4 (Web Text))

Max Activating Token Index: 968

Text #9

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0208. Min Act: -0.0003

Data Index: 943321 (C4 (Web Text))

Max Activating Token Index: 734

Text #10

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0214. Min Act: -0.0002

Data Index: 1104203 (C4 (Web Text))

Max Activating Token Index: 332

Text #11

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Max Act: 0.0212. Min Act: -0.0003

Data Index: 649079 (C4 (Web Text))

Max Activating Token Index: 108

Text #12

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0205. Min Act: -0.0002

Data Index: 1350652 (C4 (Web Text))

Max Activating Token Index: 466

Text #13

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0205. Min Act: -0.0003

Data Index: 716855 (C4 (Web Text))

Max Activating Token Index: 205

Text #14

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0226. Min Act: -0.0003

Data Index: 981899 (C4 (Web Text))

Max Activating Token Index: 274

Text #15

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0206. Min Act: -0.0003

Data Index: 987226 (C4 (Web Text))

Max Activating Token Index: 265

Text #16

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Max Act: 0.0222. Min Act: -0.0003

Data Index: 691019 (C4 (Web Text))

Max Activating Token Index: 555

Text #17

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Max Act: 0.0207. Min Act: -0.0003

Data Index: 472321 (C4 (Web Text))

Max Activating Token Index: 126

Text #18

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0206. Min Act: -0.0003

Data Index: 718795 (C4 (Web Text))

Max Activating Token Index: 499

Text #19

Max Range: 0.0260. Min Range: -0.0260

Max Act: 0.0198. Min Act: -0.0002

Data Index: 794636 (C4 (Web Text))

Max Activating Token Index: 894