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

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

Neuron 960 in Layer 1

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

Text #0

Max Range: 0.0245. Min Range: -0.0245

Max Act: 0.0231. Min Act: -0.0003

Data Index: 697636 (C4 (Web Text))

Max Activating Token Index: 267

Text #1

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Max Act: 0.0245. Min Act: -0.0003

Data Index: 812496 (C4 (Web Text))

Max Activating Token Index: 15

Text #2

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Max Act: 0.0232. Min Act: -0.0003

Data Index: 164427 (C4 (Web Text))

Max Activating Token Index: 24

Text #3

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Max Act: 0.0233. Min Act: -0.0003

Data Index: 1300584 (C4 (Web Text))

Max Activating Token Index: 4

Text #4

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Max Act: 0.0233. Min Act: -0.0003

Data Index: 508745 (C4 (Web Text))

Max Activating Token Index: 1012

Text #5

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Max Act: 0.0226. Min Act: -0.0003

Data Index: 389501 (C4 (Web Text))

Max Activating Token Index: 45

Text #6

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Max Act: 0.0229. Min Act: -0.0003

Data Index: 984530 (C4 (Web Text))

Max Activating Token Index: 14

Text #7

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Data Index: 1153305 (C4 (Web Text))

Max Activating Token Index: 18

Text #8

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Data Index: 329197 (C4 (Web Text))

Max Activating Token Index: 506

Text #9

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Max Act: 0.0213. Min Act: -0.0003

Data Index: 401953 (C4 (Web Text))

Max Activating Token Index: 990

Text #10

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Data Index: 1655583 (Python Code)

Max Activating Token Index: 458

Text #11

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Data Index: 724714 (C4 (Web Text))

Max Activating Token Index: 641

Text #12

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Data Index: 643544 (C4 (Web Text))

Max Activating Token Index: 407

Text #13

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Data Index: 1082165 (C4 (Web Text))

Max Activating Token Index: 301

Text #14

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Data Index: 1258223 (C4 (Web Text))

Max Activating Token Index: 939

Text #15

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Data Index: 370414 (C4 (Web Text))

Max Activating Token Index: 583

Text #16

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Max Activating Token Index: 238

Text #17

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Data Index: 1072624 (C4 (Web Text))

Max Activating Token Index: 79

Text #18

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Max Act: 0.0200. Min Act: -0.0003

Data Index: 975268 (C4 (Web Text))

Max Activating Token Index: 544

Text #19

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Max Act: 0.0203. Min Act: -0.0003

Data Index: 686266 (C4 (Web Text))

Max Activating Token Index: 1012