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

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

Neuron 3200 in Layer 0

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

Text #0

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Max Act: 0.0393. Min Act: -0.0002

Data Index: 617247 (C4 (Web Text))

Max Activating Token Index: 710

Text #1

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Max Act: 0.0312. Min Act: -0.0003

Data Index: 345705 (C4 (Web Text))

Max Activating Token Index: 826

Text #2

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Max Act: 0.0319. Min Act: -0.0003

Data Index: 22324 (C4 (Web Text))

Max Activating Token Index: 643

Text #3

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Max Act: 0.0291. Min Act: -0.0003

Data Index: 534082 (C4 (Web Text))

Max Activating Token Index: 787

Text #4

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Max Act: 0.0298. Min Act: -0.0003

Data Index: 350983 (C4 (Web Text))

Max Activating Token Index: 724

Text #5

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Max Act: 0.0283. Min Act: -0.0003

Data Index: 997260 (C4 (Web Text))

Max Activating Token Index: 357

Text #6

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Max Act: 0.0271. Min Act: -0.0003

Data Index: 65560 (C4 (Web Text))

Max Activating Token Index: 179

Text #7

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Data Index: 577585 (C4 (Web Text))

Max Activating Token Index: 696

Text #8

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Data Index: 544700 (C4 (Web Text))

Max Activating Token Index: 765

Text #9

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Max Act: 0.0261. Min Act: -0.0003

Data Index: 479856 (C4 (Web Text))

Max Activating Token Index: 912

Text #10

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Data Index: 49114 (C4 (Web Text))

Max Activating Token Index: 764

Text #11

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Data Index: 1261002 (C4 (Web Text))

Max Activating Token Index: 35

Text #12

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Max Activating Token Index: 847

Text #13

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Max Act: 0.0266. Min Act: -0.0003

Data Index: 1199085 (C4 (Web Text))

Max Activating Token Index: 159

Text #14

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Data Index: 465486 (C4 (Web Text))

Max Activating Token Index: 868

Text #15

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Data Index: 881564 (C4 (Web Text))

Max Activating Token Index: 800

Text #16

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Max Activating Token Index: 788

Text #17

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Max Activating Token Index: 886

Text #18

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Data Index: 1098933 (C4 (Web Text))

Max Activating Token Index: 702

Text #19

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Max Act: 0.0250. Min Act: -0.0003

Data Index: 204402 (C4 (Web Text))

Max Activating Token Index: 600