Model: SoLU Model: 3 Layers, 2048 Neurons per Layer

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

Neuron 200 in Layer 2

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-3l')

Text #0

Max Range: 0.0377. Min Range: -0.0377

Max Act: 0.0371. Min Act: -0.0003

Data Index: 301116 (C4 (Web Text))

Max Activating Token Index: 585

Text #1

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Max Act: 0.0360. Min Act: -0.0003

Data Index: 98553 (C4 (Web Text))

Max Activating Token Index: 743

Text #2

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Max Act: 0.0365. Min Act: -0.0003

Data Index: 519027 (C4 (Web Text))

Max Activating Token Index: 375

Text #3

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Max Act: 0.0338. Min Act: -0.0003

Data Index: 656239 (C4 (Web Text))

Max Activating Token Index: 418

Text #4

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Max Act: 0.0366. Min Act: -0.0003

Data Index: 907755 (C4 (Web Text))

Max Activating Token Index: 573

Text #5

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Max Act: 0.0346. Min Act: -0.0003

Data Index: 529698 (C4 (Web Text))

Max Activating Token Index: 528

Text #6

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Max Act: 0.0325. Min Act: -0.0002

Data Index: 283810 (C4 (Web Text))

Max Activating Token Index: 370

Text #7

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Max Act: 0.0377. Min Act: -0.0003

Data Index: 952268 (C4 (Web Text))

Max Activating Token Index: 488

Text #8

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Max Act: 0.0338. Min Act: -0.0003

Data Index: 912982 (C4 (Web Text))

Max Activating Token Index: 540

Text #9

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Max Act: 0.0345. Min Act: -0.0003

Data Index: 730949 (C4 (Web Text))

Max Activating Token Index: 87

Text #10

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Max Act: 0.0329. Min Act: -0.0003

Data Index: 600775 (C4 (Web Text))

Max Activating Token Index: 559

Text #11

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Max Act: 0.0343. Min Act: -0.0003

Data Index: 91209 (C4 (Web Text))

Max Activating Token Index: 568

Text #12

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Data Index: 543283 (C4 (Web Text))

Max Activating Token Index: 498

Text #13

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Max Act: 0.0332. Min Act: -0.0003

Data Index: 1277555 (C4 (Web Text))

Max Activating Token Index: 384

Text #14

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Data Index: 518056 (C4 (Web Text))

Max Activating Token Index: 723

Text #15

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Data Index: 516414 (C4 (Web Text))

Max Activating Token Index: 818

Text #16

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Max Activating Token Index: 879

Text #17

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Data Index: 1159995 (C4 (Web Text))

Max Activating Token Index: 881

Text #18

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Data Index: 1048011 (C4 (Web Text))

Max Activating Token Index: 400

Text #19

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Max Act: 0.0345. Min Act: -0.0003

Data Index: 518782 (C4 (Web Text))

Max Activating Token Index: 398