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

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

Neuron 3044 in Layer 1

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

Text #0

Max Range: 0.0415. Min Range: -0.0415

Max Act: 0.0390. Min Act: -0.0003

Data Index: 1355023 (C4 (Web Text))

Max Activating Token Index: 260

Text #1

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Max Act: 0.0397. Min Act: -0.0003

Data Index: 315297 (C4 (Web Text))

Max Activating Token Index: 30

Text #2

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Max Act: 0.0319. Min Act: -0.0003

Data Index: 1356716 (C4 (Web Text))

Max Activating Token Index: 83

Text #3

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Max Act: 0.0415. Min Act: -0.0003

Data Index: 371935 (C4 (Web Text))

Max Activating Token Index: 77

Text #4

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Max Act: 0.0396. Min Act: -0.0003

Data Index: 1296104 (C4 (Web Text))

Max Activating Token Index: 167

Text #5

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Max Act: 0.0373. Min Act: -0.0003

Data Index: 398717 (C4 (Web Text))

Max Activating Token Index: 653

Text #6

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Max Act: 0.0344. Min Act: -0.0003

Data Index: 1193691 (C4 (Web Text))

Max Activating Token Index: 301

Text #7

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Data Index: 211345 (C4 (Web Text))

Max Activating Token Index: 230

Text #8

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Data Index: 643743 (C4 (Web Text))

Max Activating Token Index: 846

Text #9

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Data Index: 525747 (C4 (Web Text))

Max Activating Token Index: 259

Text #10

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Max Act: 0.0333. Min Act: -0.0003

Data Index: 344149 (C4 (Web Text))

Max Activating Token Index: 195

Text #11

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Data Index: 707853 (C4 (Web Text))

Max Activating Token Index: 274

Text #12

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Data Index: 1293490 (C4 (Web Text))

Max Activating Token Index: 399

Text #13

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Max Act: 0.0338. Min Act: -0.0003

Data Index: 606226 (C4 (Web Text))

Max Activating Token Index: 308

Text #14

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Data Index: 459551 (C4 (Web Text))

Max Activating Token Index: 658

Text #15

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Max Activating Token Index: 876

Text #16

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Text #17

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Data Index: 263401 (C4 (Web Text))

Max Activating Token Index: 262

Text #18

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Max Act: 0.0319. Min Act: -0.0003

Data Index: 452169 (C4 (Web Text))

Max Activating Token Index: 102

Text #19

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Max Act: 0.0328. Min Act: -0.0003

Data Index: 444397 (C4 (Web Text))

Max Activating Token Index: 62