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

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

Neuron 1056 in Layer 1

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

Text #0

Max Range: 0.0413. Min Range: -0.0413

Max Act: 0.0413. Min Act: -0.0002

Data Index: 1016728 (C4 (Web Text))

Max Activating Token Index: 66

Text #1

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Max Act: 0.0406. Min Act: -0.0002

Data Index: 694858 (C4 (Web Text))

Max Activating Token Index: 1007

Text #2

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Max Act: 0.0401. Min Act: -0.0002

Data Index: 1241204 (C4 (Web Text))

Max Activating Token Index: 948

Text #3

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Max Act: 0.0399. Min Act: -0.0002

Data Index: 471109 (C4 (Web Text))

Max Activating Token Index: 523

Text #4

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Max Act: 0.0382. Min Act: -0.0002

Data Index: 1076828 (C4 (Web Text))

Max Activating Token Index: 88

Text #5

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Max Act: 0.0362. Min Act: -0.0002

Data Index: 331380 (C4 (Web Text))

Max Activating Token Index: 814

Text #6

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Data Index: 125284 (C4 (Web Text))

Max Activating Token Index: 146

Text #7

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Data Index: 286455 (C4 (Web Text))

Max Activating Token Index: 427

Text #8

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Data Index: 1153948 (C4 (Web Text))

Max Activating Token Index: 31

Text #9

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Max Act: 0.0362. Min Act: -0.0002

Data Index: 1221531 (C4 (Web Text))

Max Activating Token Index: 156

Text #10

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Data Index: 410315 (C4 (Web Text))

Max Activating Token Index: 80

Text #11

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Data Index: 669116 (C4 (Web Text))

Max Activating Token Index: 230

Text #12

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Data Index: 394873 (C4 (Web Text))

Max Activating Token Index: 808

Text #13

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Data Index: 101346 (C4 (Web Text))

Max Activating Token Index: 488

Text #14

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Data Index: 814515 (C4 (Web Text))

Max Activating Token Index: 352

Text #15

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Data Index: 285901 (C4 (Web Text))

Max Activating Token Index: 317

Text #16

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Max Activating Token Index: 191

Text #17

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Max Activating Token Index: 130

Text #18

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Data Index: 833795 (C4 (Web Text))

Max Activating Token Index: 180

Text #19

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Max Act: 0.0331. Min Act: -0.0003

Data Index: 855731 (C4 (Web Text))

Max Activating Token Index: 808