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

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

Neuron 3364 in Layer 1

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

Text #0

Max Range: 0.0246. Min Range: -0.0246

Max Act: 0.0246. Min Act: -0.0003

Data Index: 676651 (C4 (Web Text))

Max Activating Token Index: 55

Text #1

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Max Act: 0.0221. Min Act: -0.0003

Data Index: 274251 (C4 (Web Text))

Max Activating Token Index: 727

Text #2

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Max Act: 0.0208. Min Act: -0.0002

Data Index: 1224754 (C4 (Web Text))

Max Activating Token Index: 259

Text #3

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Max Act: 0.0192. Min Act: -0.0002

Data Index: 92406 (C4 (Web Text))

Max Activating Token Index: 173

Text #4

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Max Act: 0.0183. Min Act: -0.0003

Data Index: 373429 (C4 (Web Text))

Max Activating Token Index: 216

Text #5

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Max Act: 0.0178. Min Act: -0.0003

Data Index: 303679 (C4 (Web Text))

Max Activating Token Index: 752

Text #6

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Max Act: 0.0184. Min Act: -0.0003

Data Index: 288721 (C4 (Web Text))

Max Activating Token Index: 331

Text #7

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Max Act: 0.0178. Min Act: -0.0002

Data Index: 477737 (C4 (Web Text))

Max Activating Token Index: 846

Text #8

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Data Index: 786477 (C4 (Web Text))

Max Activating Token Index: 240

Text #9

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Data Index: 467637 (C4 (Web Text))

Max Activating Token Index: 965

Text #10

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Data Index: 1055384 (C4 (Web Text))

Max Activating Token Index: 893

Text #11

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Data Index: 699156 (C4 (Web Text))

Max Activating Token Index: 58

Text #12

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Data Index: 446441 (C4 (Web Text))

Max Activating Token Index: 41

Text #13

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Max Act: 0.0176. Min Act: -0.0003

Data Index: 433839 (C4 (Web Text))

Max Activating Token Index: 288

Text #14

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Data Index: 208209 (C4 (Web Text))

Max Activating Token Index: 119

Text #15

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Data Index: 631254 (C4 (Web Text))

Max Activating Token Index: 155

Text #16

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Data Index: 181972 (C4 (Web Text))

Max Activating Token Index: 91

Text #17

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Data Index: 758562 (C4 (Web Text))

Max Activating Token Index: 791

Text #18

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Data Index: 17603 (C4 (Web Text))

Max Activating Token Index: 836

Text #19

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Max Act: 0.0169. Min Act: -0.0003

Data Index: 177121 (C4 (Web Text))

Max Activating Token Index: 115