Model: SoLU Model: 4 Layers, 2048 Neurons per Layer

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

Neuron 1 in Layer 2

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-4l')

Text #0

Max Range: 0.0174. Min Range: -0.0174

Max Act: 0.0174. Min Act: -0.0005

Data Index: 339316 (C4 (Web Text))

Max Activating Token Index: 544

Text #1

Max Range: 0.0174. Min Range: -0.0174

Max Act: 0.0158. Min Act: -0.0005

Data Index: 423084 (C4 (Web Text))

Max Activating Token Index: 838

Text #2

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Max Act: 0.0157. Min Act: -0.0005

Data Index: 112083 (C4 (Web Text))

Max Activating Token Index: 650

Text #3

Max Range: 0.0174. Min Range: -0.0174

Max Act: 0.0144. Min Act: -0.0005

Data Index: 216024 (C4 (Web Text))

Max Activating Token Index: 832

Text #4

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Max Act: 0.0160. Min Act: -0.0005

Data Index: 683958 (C4 (Web Text))

Max Activating Token Index: 130

Text #5

Max Range: 0.0174. Min Range: -0.0174

Max Act: 0.0158. Min Act: -0.0005

Data Index: 605827 (C4 (Web Text))

Max Activating Token Index: 189

Text #6

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Max Act: 0.0150. Min Act: -0.0005

Data Index: 1195937 (C4 (Web Text))

Max Activating Token Index: 44

Text #7

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Data Index: 1171502 (C4 (Web Text))

Max Activating Token Index: 622

Text #8

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Max Act: 0.0158. Min Act: -0.0005

Data Index: 232475 (C4 (Web Text))

Max Activating Token Index: 468

Text #9

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Max Act: 0.0145. Min Act: -0.0005

Data Index: 198738 (C4 (Web Text))

Max Activating Token Index: 11

Text #10

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Max Act: 0.0150. Min Act: -0.0005

Data Index: 39950 (C4 (Web Text))

Max Activating Token Index: 418

Text #11

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Max Act: 0.0147. Min Act: -0.0005

Data Index: 616126 (C4 (Web Text))

Max Activating Token Index: 169

Text #12

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Data Index: 552292 (C4 (Web Text))

Max Activating Token Index: 753

Text #13

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Max Act: 0.0149. Min Act: -0.0005

Data Index: 1201713 (C4 (Web Text))

Max Activating Token Index: 788

Text #14

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Max Act: 0.0142. Min Act: -0.0005

Data Index: 172153 (C4 (Web Text))

Max Activating Token Index: 388

Text #15

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Max Act: 0.0149. Min Act: -0.0005

Data Index: 660326 (C4 (Web Text))

Max Activating Token Index: 63

Text #16

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Data Index: 219287 (C4 (Web Text))

Max Activating Token Index: 612

Text #17

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Max Act: 0.0147. Min Act: -0.0005

Data Index: 908914 (C4 (Web Text))

Max Activating Token Index: 511

Text #18

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Max Act: 0.0146. Min Act: -0.0005

Data Index: 898081 (C4 (Web Text))

Max Activating Token Index: 24

Text #19

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Max Act: 0.0152. Min Act: -0.0005

Data Index: 1307916 (C4 (Web Text))

Max Activating Token Index: 821