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

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

Neuron 4445 in Layer 1

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

Text #0

Max Range: 0.0201. Min Range: -0.0201

Max Act: 0.0201. Min Act: -0.0002

Data Index: 769386 (C4 (Web Text))

Max Activating Token Index: 676

Text #1

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Max Act: 0.0185. Min Act: -0.0002

Data Index: 110035 (C4 (Web Text))

Max Activating Token Index: 692

Text #2

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Max Act: 0.0180. Min Act: -0.0002

Data Index: 1345252 (C4 (Web Text))

Max Activating Token Index: 518

Text #3

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Max Act: 0.0163. Min Act: -0.0002

Data Index: 491091 (C4 (Web Text))

Max Activating Token Index: 344

Text #4

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Max Act: 0.0157. Min Act: -0.0002

Data Index: 488178 (C4 (Web Text))

Max Activating Token Index: 208

Text #5

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Max Act: 0.0163. Min Act: -0.0002

Data Index: 928572 (C4 (Web Text))

Max Activating Token Index: 178

Text #6

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Max Act: 0.0163. Min Act: -0.0003

Data Index: 81122 (C4 (Web Text))

Max Activating Token Index: 273

Text #7

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Data Index: 1219644 (C4 (Web Text))

Max Activating Token Index: 665

Text #8

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Data Index: 1038212 (C4 (Web Text))

Max Activating Token Index: 284

Text #9

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Data Index: 65515 (C4 (Web Text))

Max Activating Token Index: 160

Text #10

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Data Index: 575773 (C4 (Web Text))

Max Activating Token Index: 407

Text #11

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Data Index: 238462 (C4 (Web Text))

Max Activating Token Index: 692

Text #12

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Data Index: 523318 (C4 (Web Text))

Max Activating Token Index: 195

Text #13

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Data Index: 998732 (C4 (Web Text))

Max Activating Token Index: 86

Text #14

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Data Index: 121874 (C4 (Web Text))

Max Activating Token Index: 386

Text #15

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Data Index: 430602 (C4 (Web Text))

Max Activating Token Index: 529

Text #16

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Data Index: 222298 (C4 (Web Text))

Max Activating Token Index: 547

Text #17

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Data Index: 846700 (C4 (Web Text))

Max Activating Token Index: 610

Text #18

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Data Index: 700312 (C4 (Web Text))

Max Activating Token Index: 800

Text #19

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Max Act: 0.0139. Min Act: -0.0002

Data Index: 434974 (C4 (Web Text))

Max Activating Token Index: 365