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

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

Neuron 800 in Layer 1

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

Text #0

Max Range: 0.0428. Min Range: -0.0428

Max Act: 0.0425. Min Act: -0.0003

Data Index: 622431 (C4 (Web Text))

Max Activating Token Index: 311

Text #1

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Max Act: 0.0418. Min Act: -0.0002

Data Index: 448180 (C4 (Web Text))

Max Activating Token Index: 30

Text #2

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Max Act: 0.0407. Min Act: -0.0002

Data Index: 907656 (C4 (Web Text))

Max Activating Token Index: 412

Text #3

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Max Act: 0.0428. Min Act: -0.0003

Data Index: 498351 (C4 (Web Text))

Max Activating Token Index: 788

Text #4

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Max Act: 0.0400. Min Act: -0.0003

Data Index: 347287 (C4 (Web Text))

Max Activating Token Index: 341

Text #5

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Max Act: 0.0380. Min Act: -0.0003

Data Index: 835854 (C4 (Web Text))

Max Activating Token Index: 992

Text #6

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Max Act: 0.0396. Min Act: -0.0003

Data Index: 22916 (C4 (Web Text))

Max Activating Token Index: 1011

Text #7

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Max Act: 0.0370. Min Act: -0.0003

Data Index: 1319843 (C4 (Web Text))

Max Activating Token Index: 193

Text #8

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Max Act: 0.0377. Min Act: -0.0003

Data Index: 736734 (C4 (Web Text))

Max Activating Token Index: 111

Text #9

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Max Act: 0.0391. Min Act: -0.0003

Data Index: 571767 (C4 (Web Text))

Max Activating Token Index: 103

Text #10

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Max Act: 0.0364. Min Act: -0.0003

Data Index: 941756 (C4 (Web Text))

Max Activating Token Index: 171

Text #11

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Max Act: 0.0369. Min Act: -0.0002

Data Index: 478361 (C4 (Web Text))

Max Activating Token Index: 679

Text #12

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Max Act: 0.0370. Min Act: -0.0003

Data Index: 789509 (C4 (Web Text))

Max Activating Token Index: 486

Text #13

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Max Act: 0.0386. Min Act: -0.0003

Data Index: 1058776 (C4 (Web Text))

Max Activating Token Index: 688

Text #14

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Max Act: 0.0362. Min Act: -0.0003

Data Index: 607536 (C4 (Web Text))

Max Activating Token Index: 359

Text #15

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Max Act: 0.0372. Min Act: -0.0003

Data Index: 42117 (C4 (Web Text))

Max Activating Token Index: 762

Text #16

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Data Index: 1200472 (C4 (Web Text))

Max Activating Token Index: 419

Text #17

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Max Act: 0.0372. Min Act: -0.0003

Data Index: 180859 (C4 (Web Text))

Max Activating Token Index: 722

Text #18

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Max Act: 0.0353. Min Act: -0.0003

Data Index: 41099 (C4 (Web Text))

Max Activating Token Index: 211

Text #19

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Max Act: 0.0367. Min Act: -0.0003

Data Index: 942615 (C4 (Web Text))

Max Activating Token Index: 344