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

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

Neuron 2800 in Layer 1

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

Text #0

Max Range: 0.0317. Min Range: -0.0317

Max Act: 0.0317. Min Act: -0.0003

Data Index: 127198 (C4 (Web Text))

Max Activating Token Index: 258

Text #1

Max Range: 0.0317. Min Range: -0.0317

Max Act: 0.0301. Min Act: -0.0003

Data Index: 436416 (C4 (Web Text))

Max Activating Token Index: 445

Text #2

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Max Act: 0.0285. Min Act: -0.0003

Data Index: 297459 (C4 (Web Text))

Max Activating Token Index: 945

Text #3

Max Range: 0.0317. Min Range: -0.0317

Max Act: 0.0288. Min Act: -0.0003

Data Index: 691042 (C4 (Web Text))

Max Activating Token Index: 13

Text #4

Max Range: 0.0317. Min Range: -0.0317

Max Act: 0.0299. Min Act: -0.0003

Data Index: 345499 (C4 (Web Text))

Max Activating Token Index: 404

Text #5

Max Range: 0.0317. Min Range: -0.0317

Max Act: 0.0293. Min Act: -0.0003

Data Index: 575255 (C4 (Web Text))

Max Activating Token Index: 326

Text #6

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Max Act: 0.0287. Min Act: -0.0003

Data Index: 471654 (C4 (Web Text))

Max Activating Token Index: 176

Text #7

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Max Act: 0.0315. Min Act: -0.0003

Data Index: 317 (C4 (Web Text))

Max Activating Token Index: 437

Text #8

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Max Act: 0.0307. Min Act: -0.0003

Data Index: 320234 (C4 (Web Text))

Max Activating Token Index: 612

Text #9

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Max Act: 0.0282. Min Act: -0.0003

Data Index: 340350 (C4 (Web Text))

Max Activating Token Index: 29

Text #10

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Max Act: 0.0275. Min Act: -0.0003

Data Index: 1257014 (C4 (Web Text))

Max Activating Token Index: 40

Text #11

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Max Act: 0.0265. Min Act: -0.0003

Data Index: 927265 (C4 (Web Text))

Max Activating Token Index: 564

Text #12

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Max Act: 0.0302. Min Act: -0.0003

Data Index: 214370 (C4 (Web Text))

Max Activating Token Index: 665

Text #13

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Max Act: 0.0211. Min Act: -0.0003

Data Index: 1112977 (C4 (Web Text))

Max Activating Token Index: 700

Text #14

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Max Act: 0.0267. Min Act: -0.0003

Data Index: 695534 (C4 (Web Text))

Max Activating Token Index: 455

Text #15

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Max Act: 0.0273. Min Act: -0.0003

Data Index: 1238083 (C4 (Web Text))

Max Activating Token Index: 364

Text #16

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Max Act: 0.0250. Min Act: -0.0003

Data Index: 380632 (C4 (Web Text))

Max Activating Token Index: 700

Text #17

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Max Act: 0.0272. Min Act: -0.0003

Data Index: 682496 (C4 (Web Text))

Max Activating Token Index: 317

Text #18

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Max Act: 0.0289. Min Act: -0.0003

Data Index: 628648 (C4 (Web Text))

Max Activating Token Index: 451

Text #19

Max Range: 0.0317. Min Range: -0.0317

Max Act: 0.0276. Min Act: -0.0003

Data Index: 278907 (C4 (Web Text))

Max Activating Token Index: 232