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

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

Neuron 1040 in Layer 1

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

Text #0

Max Range: 0.0408. Min Range: -0.0408

Max Act: 0.0408. Min Act: -0.0003

Data Index: 876477 (C4 (Web Text))

Max Activating Token Index: 7

Text #1

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Max Act: 0.0372. Min Act: -0.0003

Data Index: 527611 (C4 (Web Text))

Max Activating Token Index: 58

Text #2

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Max Act: 0.0359. Min Act: -0.0003

Data Index: 1179807 (C4 (Web Text))

Max Activating Token Index: 662

Text #3

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Max Act: 0.0351. Min Act: -0.0004

Data Index: 465179 (C4 (Web Text))

Max Activating Token Index: 312

Text #4

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Max Act: 0.0341. Min Act: -0.0003

Data Index: 387193 (C4 (Web Text))

Max Activating Token Index: 923

Text #5

Max Range: 0.0408. Min Range: -0.0408

Max Act: 0.0342. Min Act: -0.0003

Data Index: 866127 (C4 (Web Text))

Max Activating Token Index: 771

Text #6

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Max Act: 0.0321. Min Act: -0.0003

Data Index: 868758 (C4 (Web Text))

Max Activating Token Index: 830

Text #7

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Data Index: 483348 (C4 (Web Text))

Max Activating Token Index: 21

Text #8

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Max Act: 0.0315. Min Act: -0.0003

Data Index: 947710 (C4 (Web Text))

Max Activating Token Index: 314

Text #9

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Max Act: 0.0315. Min Act: -0.0003

Data Index: 91559 (C4 (Web Text))

Max Activating Token Index: 91

Text #10

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Max Act: 0.0328. Min Act: -0.0003

Data Index: 679916 (C4 (Web Text))

Max Activating Token Index: 911

Text #11

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Data Index: 766123 (C4 (Web Text))

Max Activating Token Index: 303

Text #12

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Data Index: 83976 (C4 (Web Text))

Max Activating Token Index: 659

Text #13

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Max Act: 0.0314. Min Act: -0.0003

Data Index: 146160 (C4 (Web Text))

Max Activating Token Index: 195

Text #14

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Max Act: 0.0309. Min Act: -0.0003

Data Index: 799945 (C4 (Web Text))

Max Activating Token Index: 464

Text #15

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Data Index: 1224336 (C4 (Web Text))

Max Activating Token Index: 547

Text #16

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Data Index: 699972 (C4 (Web Text))

Max Activating Token Index: 35

Text #17

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Data Index: 304875 (C4 (Web Text))

Max Activating Token Index: 869

Text #18

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Max Act: 0.0294. Min Act: -0.0003

Data Index: 484337 (C4 (Web Text))

Max Activating Token Index: 365

Text #19

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Max Act: 0.0297. Min Act: -0.0003

Data Index: 266353 (C4 (Web Text))

Max Activating Token Index: 465