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

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

Neuron 1 in Layer 6

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

Text #0

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Max Act: 0.2653. Min Act: -0.0001

Data Index: 1124842 (C4 (Web Text))

Max Activating Token Index: 351

Text #1

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Max Act: 0.2169. Min Act: -0.0001

Data Index: 247075 (C4 (Web Text))

Max Activating Token Index: 896

Text #2

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Max Act: 0.2272. Min Act: -0.0001

Data Index: 379997 (C4 (Web Text))

Max Activating Token Index: 434

Text #3

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Max Act: 0.2233. Min Act: -0.0000

Data Index: 312538 (C4 (Web Text))

Max Activating Token Index: 736

Text #4

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Max Act: 0.2093. Min Act: -0.0000

Data Index: 554586 (C4 (Web Text))

Max Activating Token Index: 589

Text #5

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Max Act: 0.2309. Min Act: -0.0000

Data Index: 903692 (C4 (Web Text))

Max Activating Token Index: 483

Text #6

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Data Index: 1010782 (C4 (Web Text))

Max Activating Token Index: 469

Text #7

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Data Index: 591345 (C4 (Web Text))

Max Activating Token Index: 351

Text #8

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Data Index: 1316514 (C4 (Web Text))

Max Activating Token Index: 992

Text #9

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Data Index: 602905 (C4 (Web Text))

Max Activating Token Index: 384

Text #10

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Data Index: 507364 (C4 (Web Text))

Max Activating Token Index: 118

Text #11

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Data Index: 916865 (C4 (Web Text))

Max Activating Token Index: 695

Text #12

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Data Index: 165780 (C4 (Web Text))

Max Activating Token Index: 189

Text #13

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Data Index: 589030 (C4 (Web Text))

Max Activating Token Index: 351

Text #14

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Data Index: 298919 (C4 (Web Text))

Max Activating Token Index: 370

Text #15

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Data Index: 1254288 (C4 (Web Text))

Max Activating Token Index: 438

Text #16

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Data Index: 42020 (C4 (Web Text))

Max Activating Token Index: 886

Text #17

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Data Index: 702519 (C4 (Web Text))

Max Activating Token Index: 592

Text #18

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Data Index: 190910 (C4 (Web Text))

Max Activating Token Index: 323

Text #19

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Max Act: 0.1950. Min Act: -0.0001

Data Index: 299595 (C4 (Web Text))

Max Activating Token Index: 312