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

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

Neuron 3960 in Layer 2

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

Text #0

Max Range: 0.0415. Min Range: -0.0415

Max Act: 0.0408. Min Act: -0.0002

Data Index: 893797 (C4 (Web Text))

Max Activating Token Index: 275

Text #1

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Max Act: 0.0415. Min Act: -0.0002

Data Index: 386622 (C4 (Web Text))

Max Activating Token Index: 264

Text #2

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Max Act: 0.0378. Min Act: -0.0001

Data Index: 1286721 (C4 (Web Text))

Max Activating Token Index: 878

Text #3

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Max Act: 0.0359. Min Act: -0.0002

Data Index: 626042 (C4 (Web Text))

Max Activating Token Index: 871

Text #4

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Max Act: 0.0389. Min Act: -0.0002

Data Index: 305350 (C4 (Web Text))

Max Activating Token Index: 821

Text #5

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Max Act: 0.0375. Min Act: -0.0002

Data Index: 829344 (C4 (Web Text))

Max Activating Token Index: 266

Text #6

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Data Index: 634195 (C4 (Web Text))

Max Activating Token Index: 5

Text #7

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Max Activating Token Index: 129

Text #8

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Data Index: 445412 (C4 (Web Text))

Max Activating Token Index: 271

Text #9

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Max Act: 0.0369. Min Act: -0.0002

Data Index: 288820 (C4 (Web Text))

Max Activating Token Index: 323

Text #10

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Data Index: 574573 (C4 (Web Text))

Max Activating Token Index: 264

Text #11

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Data Index: 1027947 (C4 (Web Text))

Max Activating Token Index: 849

Text #12

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Data Index: 732242 (C4 (Web Text))

Max Activating Token Index: 250

Text #13

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Max Act: 0.0359. Min Act: -0.0002

Data Index: 273988 (C4 (Web Text))

Max Activating Token Index: 504

Text #14

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Data Index: 382913 (C4 (Web Text))

Max Activating Token Index: 190

Text #15

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Data Index: 168353 (C4 (Web Text))

Max Activating Token Index: 274

Text #16

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Data Index: 529118 (C4 (Web Text))

Max Activating Token Index: 722

Text #17

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Data Index: 909727 (C4 (Web Text))

Max Activating Token Index: 855

Text #18

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Data Index: 993159 (C4 (Web Text))

Max Activating Token Index: 532

Text #19

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Max Act: 0.0307. Min Act: -0.0001

Data Index: 1207766 (C4 (Web Text))

Max Activating Token Index: 745