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

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

Neuron 553 in Layer 1

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

Text #0

Max Range: 0.0340. Min Range: -0.0340

Max Act: 0.0340. Min Act: -0.0003

Data Index: 870159 (C4 (Web Text))

Max Activating Token Index: 119

Text #1

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Max Act: 0.0310. Min Act: -0.0003

Data Index: 671591 (C4 (Web Text))

Max Activating Token Index: 46

Text #2

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Max Act: 0.0295. Min Act: -0.0003

Data Index: 170654 (C4 (Web Text))

Max Activating Token Index: 240

Text #3

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Max Act: 0.0280. Min Act: -0.0003

Data Index: 501243 (C4 (Web Text))

Max Activating Token Index: 325

Text #4

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Max Act: 0.0248. Min Act: -0.0003

Data Index: 1021786 (C4 (Web Text))

Max Activating Token Index: 762

Text #5

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Max Act: 0.0274. Min Act: -0.0003

Data Index: 207956 (C4 (Web Text))

Max Activating Token Index: 702

Text #6

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Max Act: 0.0274. Min Act: -0.0003

Data Index: 626144 (C4 (Web Text))

Max Activating Token Index: 61

Text #7

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Max Act: 0.0273. Min Act: -0.0003

Data Index: 209760 (C4 (Web Text))

Max Activating Token Index: 111

Text #8

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Max Act: 0.0253. Min Act: -0.0003

Data Index: 107861 (C4 (Web Text))

Max Activating Token Index: 195

Text #9

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Max Act: 0.0258. Min Act: -0.0003

Data Index: 1269913 (C4 (Web Text))

Max Activating Token Index: 862

Text #10

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Max Act: 0.0272. Min Act: -0.0003

Data Index: 253680 (C4 (Web Text))

Max Activating Token Index: 722

Text #11

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Max Act: 0.0248. Min Act: -0.0003

Data Index: 583482 (C4 (Web Text))

Max Activating Token Index: 667

Text #12

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Max Act: 0.0259. Min Act: -0.0003

Data Index: 1292177 (C4 (Web Text))

Max Activating Token Index: 160

Text #13

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Max Act: 0.0273. Min Act: -0.0003

Data Index: 264757 (C4 (Web Text))

Max Activating Token Index: 359

Text #14

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Max Act: 0.0241. Min Act: -0.0004

Data Index: 723847 (C4 (Web Text))

Max Activating Token Index: 382

Text #15

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Data Index: 937188 (C4 (Web Text))

Max Activating Token Index: 964

Text #16

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Data Index: 1142993 (C4 (Web Text))

Max Activating Token Index: 212

Text #17

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Max Act: 0.0275. Min Act: -0.0003

Data Index: 976563 (C4 (Web Text))

Max Activating Token Index: 562

Text #18

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Max Act: 0.0258. Min Act: -0.0003

Data Index: 1035540 (C4 (Web Text))

Max Activating Token Index: 333

Text #19

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Max Act: 0.0262. Min Act: -0.0004

Data Index: 14636 (C4 (Web Text))

Max Activating Token Index: 230