Model: SoLU Model: 8 Layers, 4096 Neurons per Layer

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

Neuron 3500 in Layer 1

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-8l')

Text #0

Max Range: 0.0212. Min Range: -0.0212

Max Act: 0.0205. Min Act: -0.0003

Data Index: 546408 (C4 (Web Text))

Max Activating Token Index: 311

Text #1

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Max Act: 0.0212. Min Act: -0.0003

Data Index: 537938 (C4 (Web Text))

Max Activating Token Index: 707

Text #2

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Max Act: 0.0207. Min Act: -0.0003

Data Index: 1275148 (C4 (Web Text))

Max Activating Token Index: 402

Text #3

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Max Act: 0.0186. Min Act: -0.0003

Data Index: 399007 (C4 (Web Text))

Max Activating Token Index: 718

Text #4

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Max Act: 0.0167. Min Act: -0.0003

Data Index: 326472 (C4 (Web Text))

Max Activating Token Index: 603

Text #5

Max Range: 0.0212. Min Range: -0.0212

Max Act: 0.0154. Min Act: -0.0003

Data Index: 1246806 (C4 (Web Text))

Max Activating Token Index: 613

Text #6

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Max Act: 0.0174. Min Act: -0.0003

Data Index: 685106 (C4 (Web Text))

Max Activating Token Index: 686

Text #7

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Max Act: 0.0175. Min Act: -0.0003

Data Index: 929172 (C4 (Web Text))

Max Activating Token Index: 193

Text #8

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Max Act: 0.0153. Min Act: -0.0004

Data Index: 517011 (C4 (Web Text))

Max Activating Token Index: 111

Text #9

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Max Act: 0.0150. Min Act: -0.0003

Data Index: 1319168 (C4 (Web Text))

Max Activating Token Index: 472

Text #10

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Max Act: 0.0168. Min Act: -0.0003

Data Index: 711221 (C4 (Web Text))

Max Activating Token Index: 462

Text #11

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Max Act: 0.0170. Min Act: -0.0003

Data Index: 1167996 (C4 (Web Text))

Max Activating Token Index: 618

Text #12

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Max Act: 0.0172. Min Act: -0.0003

Data Index: 1051145 (C4 (Web Text))

Max Activating Token Index: 292

Text #13

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Max Act: 0.0172. Min Act: -0.0003

Data Index: 1002296 (C4 (Web Text))

Max Activating Token Index: 74

Text #14

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Max Act: 0.0182. Min Act: -0.0003

Data Index: 520604 (C4 (Web Text))

Max Activating Token Index: 780

Text #15

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Max Act: 0.0164. Min Act: -0.0003

Data Index: 927846 (C4 (Web Text))

Max Activating Token Index: 489

Text #16

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Data Index: 1519093 (Python Code)

Max Activating Token Index: 836

Text #17

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Max Act: 0.0171. Min Act: -0.0003

Data Index: 754416 (C4 (Web Text))

Max Activating Token Index: 22

Text #18

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Max Act: 0.0164. Min Act: -0.0003

Data Index: 745446 (C4 (Web Text))

Max Activating Token Index: 51

Text #19

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Max Act: 0.0181. Min Act: -0.0003

Data Index: 314009 (C4 (Web Text))

Max Activating Token Index: 709