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

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

Neuron 0 in Layer 4

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

Text #0

Max Range: 0.1451. Min Range: -0.1451

Max Act: 0.1451. Min Act: -0.0000

Data Index: 644348 (C4 (Web Text))

Max Activating Token Index: 1004

Text #1

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Max Act: 0.1311. Min Act: -0.0000

Data Index: 252513 (C4 (Web Text))

Max Activating Token Index: 673

Text #2

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Max Act: 0.1230. Min Act: -0.0001

Data Index: 790390 (C4 (Web Text))

Max Activating Token Index: 687

Text #3

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Max Act: 0.1112. Min Act: -0.0001

Data Index: 83849 (C4 (Web Text))

Max Activating Token Index: 695

Text #4

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Max Act: 0.1188. Min Act: -0.0001

Data Index: 9083 (C4 (Web Text))

Max Activating Token Index: 594

Text #5

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Max Act: 0.1189. Min Act: -0.0000

Data Index: 459012 (C4 (Web Text))

Max Activating Token Index: 778

Text #6

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Data Index: 969133 (C4 (Web Text))

Max Activating Token Index: 643

Text #7

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Data Index: 144524 (C4 (Web Text))

Max Activating Token Index: 728

Text #8

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Data Index: 728149 (C4 (Web Text))

Max Activating Token Index: 1007

Text #9

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Max Act: 0.1155. Min Act: -0.0001

Data Index: 151799 (C4 (Web Text))

Max Activating Token Index: 378

Text #10

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Data Index: 1304394 (C4 (Web Text))

Max Activating Token Index: 886

Text #11

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Data Index: 1174002 (C4 (Web Text))

Max Activating Token Index: 820

Text #12

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Data Index: 413378 (C4 (Web Text))

Max Activating Token Index: 532

Text #13

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Data Index: 1253656 (C4 (Web Text))

Max Activating Token Index: 700

Text #14

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Data Index: 525596 (C4 (Web Text))

Max Activating Token Index: 480

Text #15

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Data Index: 626682 (C4 (Web Text))

Max Activating Token Index: 550

Text #16

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Data Index: 346797 (C4 (Web Text))

Max Activating Token Index: 896

Text #17

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Data Index: 1284698 (C4 (Web Text))

Max Activating Token Index: 442

Text #18

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Data Index: 928268 (C4 (Web Text))

Max Activating Token Index: 230

Text #19

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Max Act: 0.1039. Min Act: -0.0000

Data Index: 149051 (C4 (Web Text))

Max Activating Token Index: 920