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

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

Neuron 4140 in Layer 1

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

Text #0

Max Range: 0.0616. Min Range: -0.0616

Max Act: 0.0616. Min Act: -0.0002

Data Index: 459684 (C4 (Web Text))

Max Activating Token Index: 814

Text #1

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Max Act: 0.0453. Min Act: -0.0003

Data Index: 374536 (C4 (Web Text))

Max Activating Token Index: 146

Text #2

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Max Act: 0.0447. Min Act: -0.0003

Data Index: 795491 (C4 (Web Text))

Max Activating Token Index: 883

Text #3

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Max Act: 0.0425. Min Act: -0.0003

Data Index: 956614 (C4 (Web Text))

Max Activating Token Index: 841

Text #4

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Max Act: 0.0442. Min Act: -0.0003

Data Index: 400976 (C4 (Web Text))

Max Activating Token Index: 480

Text #5

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Max Act: 0.0437. Min Act: -0.0003

Data Index: 628814 (C4 (Web Text))

Max Activating Token Index: 337

Text #6

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Max Act: 0.0411. Min Act: -0.0003

Data Index: 242928 (C4 (Web Text))

Max Activating Token Index: 838

Text #7

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Data Index: 158567 (C4 (Web Text))

Max Activating Token Index: 277

Text #8

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Data Index: 1317521 (C4 (Web Text))

Max Activating Token Index: 39

Text #9

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Max Act: 0.0391. Min Act: -0.0003

Data Index: 283612 (C4 (Web Text))

Max Activating Token Index: 999

Text #10

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Data Index: 869541 (C4 (Web Text))

Max Activating Token Index: 20

Text #11

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Data Index: 430683 (C4 (Web Text))

Max Activating Token Index: 37

Text #12

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Data Index: 1160927 (C4 (Web Text))

Max Activating Token Index: 168

Text #13

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Max Act: 0.0369. Min Act: -0.0002

Data Index: 184838 (C4 (Web Text))

Max Activating Token Index: 295

Text #14

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Data Index: 29939 (C4 (Web Text))

Max Activating Token Index: 956

Text #15

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Data Index: 584931 (C4 (Web Text))

Max Activating Token Index: 403

Text #16

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Data Index: 1165169 (C4 (Web Text))

Max Activating Token Index: 427

Text #17

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Data Index: 473886 (C4 (Web Text))

Max Activating Token Index: 107

Text #18

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Data Index: 472493 (C4 (Web Text))

Max Activating Token Index: 293

Text #19

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Max Act: 0.0349. Min Act: -0.0002

Data Index: 670899 (C4 (Web Text))

Max Activating Token Index: 688