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

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

Neuron 2041 in Layer 1

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

Text #0

Max Range: 0.0469. Min Range: -0.0469

Max Act: 0.0469. Min Act: -0.0003

Data Index: 284792 (C4 (Web Text))

Max Activating Token Index: 327

Text #1

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Max Act: 0.0441. Min Act: -0.0002

Data Index: 1263522 (C4 (Web Text))

Max Activating Token Index: 619

Text #2

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Max Act: 0.0397. Min Act: -0.0003

Data Index: 899985 (C4 (Web Text))

Max Activating Token Index: 459

Text #3

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Max Act: 0.0411. Min Act: -0.0003

Data Index: 477198 (C4 (Web Text))

Max Activating Token Index: 214

Text #4

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Max Act: 0.0390. Min Act: -0.0003

Data Index: 621452 (C4 (Web Text))

Max Activating Token Index: 538

Text #5

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Max Act: 0.0361. Min Act: -0.0002

Data Index: 701313 (C4 (Web Text))

Max Activating Token Index: 57

Text #6

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Max Act: 0.0307. Min Act: -0.0003

Data Index: 194759 (C4 (Web Text))

Max Activating Token Index: 235

Text #7

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Data Index: 1243941 (C4 (Web Text))

Max Activating Token Index: 100

Text #8

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Max Act: 0.0363. Min Act: -0.0003

Data Index: 697082 (C4 (Web Text))

Max Activating Token Index: 26

Text #9

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Max Act: 0.0333. Min Act: -0.0003

Data Index: 87308 (C4 (Web Text))

Max Activating Token Index: 227

Text #10

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Max Act: 0.0348. Min Act: -0.0003

Data Index: 317817 (C4 (Web Text))

Max Activating Token Index: 244

Text #11

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Max Act: 0.0369. Min Act: -0.0003

Data Index: 1216655 (C4 (Web Text))

Max Activating Token Index: 430

Text #12

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Data Index: 388178 (C4 (Web Text))

Max Activating Token Index: 731

Text #13

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Max Act: 0.0333. Min Act: -0.0003

Data Index: 895938 (C4 (Web Text))

Max Activating Token Index: 403

Text #14

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Data Index: 1173614 (C4 (Web Text))

Max Activating Token Index: 265

Text #15

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Data Index: 981413 (C4 (Web Text))

Max Activating Token Index: 817

Text #16

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Max Activating Token Index: 76

Text #17

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Data Index: 424130 (C4 (Web Text))

Max Activating Token Index: 70

Text #18

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Max Act: 0.0334. Min Act: -0.0003

Data Index: 277663 (C4 (Web Text))

Max Activating Token Index: 390

Text #19

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Max Act: 0.0334. Min Act: -0.0002

Data Index: 1032252 (C4 (Web Text))

Max Activating Token Index: 590