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

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

Neuron 235 in Layer 1

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

Text #0

Max Range: 0.0268. Min Range: -0.0268

Max Act: 0.0268. Min Act: -0.0002

Data Index: 1109973 (C4 (Web Text))

Max Activating Token Index: 114

Text #1

Max Range: 0.0268. Min Range: -0.0268

Max Act: 0.0228. Min Act: -0.0003

Data Index: 1584939 (Python Code)

Max Activating Token Index: 5

Text #2

Max Range: 0.0268. Min Range: -0.0268

Max Act: 0.0231. Min Act: -0.0003

Data Index: 171608 (C4 (Web Text))

Max Activating Token Index: 487

Text #3

Max Range: 0.0268. Min Range: -0.0268

Max Act: 0.0218. Min Act: -0.0003

Data Index: 567474 (C4 (Web Text))

Max Activating Token Index: 138

Text #4

Max Range: 0.0268. Min Range: -0.0268

Max Act: 0.0220. Min Act: -0.0002

Data Index: 578649 (C4 (Web Text))

Max Activating Token Index: 539

Text #5

Max Range: 0.0268. Min Range: -0.0268

Max Act: 0.0210. Min Act: -0.0003

Data Index: 1177427 (C4 (Web Text))

Max Activating Token Index: 227

Text #6

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Max Act: 0.0217. Min Act: -0.0002

Data Index: 67224 (C4 (Web Text))

Max Activating Token Index: 35

Text #7

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Max Act: 0.0209. Min Act: -0.0003

Data Index: 1580051 (Python Code)

Max Activating Token Index: 32

Text #8

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Max Act: 0.0209. Min Act: -0.0003

Data Index: 262783 (C4 (Web Text))

Max Activating Token Index: 932

Text #9

Max Range: 0.0268. Min Range: -0.0268

Max Act: 0.0210. Min Act: -0.0003

Data Index: 57193 (C4 (Web Text))

Max Activating Token Index: 312

Text #10

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Max Act: 0.0209. Min Act: -0.0003

Data Index: 1216163 (C4 (Web Text))

Max Activating Token Index: 770

Text #11

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Max Act: 0.0205. Min Act: -0.0003

Data Index: 398198 (C4 (Web Text))

Max Activating Token Index: 469

Text #12

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Max Act: 0.0202. Min Act: -0.0002

Data Index: 280617 (C4 (Web Text))

Max Activating Token Index: 809

Text #13

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Max Act: 0.0195. Min Act: -0.0003

Data Index: 1529070 (Python Code)

Max Activating Token Index: 124

Text #14

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Max Act: 0.0200. Min Act: -0.0003

Data Index: 1400959 (Python Code)

Max Activating Token Index: 454

Text #15

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Max Act: 0.0195. Min Act: -0.0002

Data Index: 1423529 (Python Code)

Max Activating Token Index: 44

Text #16

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Max Act: 0.0195. Min Act: -0.0003

Data Index: 1561406 (Python Code)

Max Activating Token Index: 94

Text #17

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Max Act: 0.0198. Min Act: -0.0002

Data Index: 1459023 (Python Code)

Max Activating Token Index: 16

Text #18

Max Range: 0.0268. Min Range: -0.0268

Max Act: 0.0191. Min Act: -0.0003

Data Index: 835833 (C4 (Web Text))

Max Activating Token Index: 912

Text #19

Max Range: 0.0268. Min Range: -0.0268

Max Act: 0.0194. Min Act: -0.0002

Data Index: 422622 (C4 (Web Text))

Max Activating Token Index: 502