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

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

Neuron 3205 in Layer 1

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

Text #0

Max Range: 0.0311. Min Range: -0.0311

Max Act: 0.0311. Min Act: -0.0003

Data Index: 736330 (C4 (Web Text))

Max Activating Token Index: 465

Text #1

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Max Act: 0.0242. Min Act: -0.0003

Data Index: 970961 (C4 (Web Text))

Max Activating Token Index: 622

Text #2

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Max Act: 0.0242. Min Act: -0.0003

Data Index: 1345257 (C4 (Web Text))

Max Activating Token Index: 553

Text #3

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Max Act: 0.0237. Min Act: -0.0003

Data Index: 923724 (C4 (Web Text))

Max Activating Token Index: 678

Text #4

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Max Act: 0.0257. Min Act: -0.0003

Data Index: 323579 (C4 (Web Text))

Max Activating Token Index: 132

Text #5

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Max Act: 0.0257. Min Act: -0.0003

Data Index: 1048715 (C4 (Web Text))

Max Activating Token Index: 553

Text #6

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Data Index: 309551 (C4 (Web Text))

Max Activating Token Index: 632

Text #7

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Data Index: 1274083 (C4 (Web Text))

Max Activating Token Index: 251

Text #8

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Data Index: 122612 (C4 (Web Text))

Max Activating Token Index: 800

Text #9

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Max Act: 0.0229. Min Act: -0.0003

Data Index: 925759 (C4 (Web Text))

Max Activating Token Index: 284

Text #10

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Data Index: 1022835 (C4 (Web Text))

Max Activating Token Index: 53

Text #11

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Data Index: 171198 (C4 (Web Text))

Max Activating Token Index: 783

Text #12

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Data Index: 47236 (C4 (Web Text))

Max Activating Token Index: 328

Text #13

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Data Index: 930226 (C4 (Web Text))

Max Activating Token Index: 17

Text #14

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Data Index: 582468 (C4 (Web Text))

Max Activating Token Index: 447

Text #15

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Data Index: 869012 (C4 (Web Text))

Max Activating Token Index: 25

Text #16

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Data Index: 467360 (C4 (Web Text))

Max Activating Token Index: 371

Text #17

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Data Index: 341696 (C4 (Web Text))

Max Activating Token Index: 820

Text #18

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Data Index: 228388 (C4 (Web Text))

Max Activating Token Index: 135

Text #19

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Max Act: 0.0238. Min Act: -0.0003

Data Index: 7538 (C4 (Web Text))

Max Activating Token Index: 452