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

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

Neuron 2026 in Layer 1

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

Text #0

Max Range: 0.0315. Min Range: -0.0315

Max Act: 0.0295. Min Act: -0.0006

Data Index: 599463 (C4 (Web Text))

Max Activating Token Index: 934

Text #1

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Max Act: 0.0297. Min Act: -0.0006

Data Index: 174284 (C4 (Web Text))

Max Activating Token Index: 921

Text #2

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Max Act: 0.0283. Min Act: -0.0006

Data Index: 1081973 (C4 (Web Text))

Max Activating Token Index: 500

Text #3

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Max Act: 0.0274. Min Act: -0.0006

Data Index: 728468 (C4 (Web Text))

Max Activating Token Index: 867

Text #4

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Max Act: 0.0280. Min Act: -0.0006

Data Index: 247866 (C4 (Web Text))

Max Activating Token Index: 1017

Text #5

Max Range: 0.0315. Min Range: -0.0315

Max Act: 0.0289. Min Act: -0.0006

Data Index: 819029 (C4 (Web Text))

Max Activating Token Index: 649

Text #6

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Max Act: 0.0315. Min Act: -0.0006

Data Index: 934795 (C4 (Web Text))

Max Activating Token Index: 788

Text #7

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Max Act: 0.0305. Min Act: -0.0006

Data Index: 43476 (C4 (Web Text))

Max Activating Token Index: 874

Text #8

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Max Act: 0.0279. Min Act: -0.0006

Data Index: 59273 (C4 (Web Text))

Max Activating Token Index: 810

Text #9

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Max Act: 0.0269. Min Act: -0.0006

Data Index: 542951 (C4 (Web Text))

Max Activating Token Index: 275

Text #10

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Max Act: 0.0293. Min Act: -0.0006

Data Index: 1087544 (C4 (Web Text))

Max Activating Token Index: 902

Text #11

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Data Index: 994313 (C4 (Web Text))

Max Activating Token Index: 845

Text #12

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Max Act: 0.0280. Min Act: -0.0006

Data Index: 1038372 (C4 (Web Text))

Max Activating Token Index: 933

Text #13

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Max Act: 0.0275. Min Act: -0.0006

Data Index: 253749 (C4 (Web Text))

Max Activating Token Index: 95

Text #14

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Max Act: 0.0288. Min Act: -0.0006

Data Index: 189824 (C4 (Web Text))

Max Activating Token Index: 412

Text #15

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Data Index: 309167 (C4 (Web Text))

Max Activating Token Index: 737

Text #16

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Data Index: 174923 (C4 (Web Text))

Max Activating Token Index: 707

Text #17

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Max Act: 0.0266. Min Act: -0.0006

Data Index: 18169 (C4 (Web Text))

Max Activating Token Index: 706

Text #18

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Data Index: 1007650 (C4 (Web Text))

Max Activating Token Index: 982

Text #19

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Max Act: 0.0271. Min Act: -0.0006

Data Index: 581582 (C4 (Web Text))

Max Activating Token Index: 362