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

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

Neuron 2040 in Layer 1

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

Text #0

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Max Act: 0.0327. Min Act: -0.0003

Data Index: 668066 (C4 (Web Text))

Max Activating Token Index: 334

Text #1

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Max Act: 0.0274. Min Act: -0.0003

Data Index: 807052 (C4 (Web Text))

Max Activating Token Index: 461

Text #2

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Max Act: 0.0260. Min Act: -0.0003

Data Index: 647701 (C4 (Web Text))

Max Activating Token Index: 37

Text #3

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Max Act: 0.0262. Min Act: -0.0003

Data Index: 424172 (C4 (Web Text))

Max Activating Token Index: 186

Text #4

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Max Act: 0.0252. Min Act: -0.0004

Data Index: 1234696 (C4 (Web Text))

Max Activating Token Index: 297

Text #5

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Max Act: 0.0257. Min Act: -0.0003

Data Index: 265305 (C4 (Web Text))

Max Activating Token Index: 356

Text #6

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Data Index: 175853 (C4 (Web Text))

Max Activating Token Index: 171

Text #7

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Max Activating Token Index: 51

Text #8

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Data Index: 544573 (C4 (Web Text))

Max Activating Token Index: 355

Text #9

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Data Index: 138943 (C4 (Web Text))

Max Activating Token Index: 600

Text #10

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Max Activating Token Index: 931

Text #11

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Max Activating Token Index: 48

Text #12

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Max Activating Token Index: 235

Text #13

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Data Index: 240559 (C4 (Web Text))

Max Activating Token Index: 49

Text #14

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Data Index: 280731 (C4 (Web Text))

Max Activating Token Index: 444

Text #15

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Max Activating Token Index: 493

Text #16

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Max Activating Token Index: 307

Text #17

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Max Activating Token Index: 597

Text #18

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Data Index: 424960 (C4 (Web Text))

Max Activating Token Index: 375

Text #19

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Data Index: 807734 (C4 (Web Text))

Max Activating Token Index: 430