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

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

Neuron 540 in Layer 1

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

Text #0

Max Range: 0.0430. Min Range: -0.0430

Max Act: 0.0430. Min Act: -0.0003

Data Index: 241333 (C4 (Web Text))

Max Activating Token Index: 165

Text #1

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Max Act: 0.0397. Min Act: -0.0003

Data Index: 662283 (C4 (Web Text))

Max Activating Token Index: 518

Text #2

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Max Act: 0.0358. Min Act: -0.0003

Data Index: 134243 (C4 (Web Text))

Max Activating Token Index: 900

Text #3

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Max Act: 0.0353. Min Act: -0.0003

Data Index: 377995 (C4 (Web Text))

Max Activating Token Index: 894

Text #4

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Max Act: 0.0371. Min Act: -0.0003

Data Index: 1000571 (C4 (Web Text))

Max Activating Token Index: 1004

Text #5

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Max Act: 0.0321. Min Act: -0.0003

Data Index: 915391 (C4 (Web Text))

Max Activating Token Index: 345

Text #6

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Max Act: 0.0335. Min Act: -0.0003

Data Index: 488680 (C4 (Web Text))

Max Activating Token Index: 701

Text #7

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Max Activating Token Index: 566

Text #8

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Data Index: 776007 (C4 (Web Text))

Max Activating Token Index: 521

Text #9

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Max Act: 0.0324. Min Act: -0.0003

Data Index: 535701 (C4 (Web Text))

Max Activating Token Index: 194

Text #10

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Max Act: 0.0303. Min Act: -0.0003

Data Index: 444656 (C4 (Web Text))

Max Activating Token Index: 134

Text #11

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Data Index: 1306845 (C4 (Web Text))

Max Activating Token Index: 73

Text #12

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Max Activating Token Index: 892

Text #13

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Max Act: 0.0333. Min Act: -0.0003

Data Index: 1079281 (C4 (Web Text))

Max Activating Token Index: 153

Text #14

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Data Index: 1031801 (C4 (Web Text))

Max Activating Token Index: 484

Text #15

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Data Index: 35470 (C4 (Web Text))

Max Activating Token Index: 570

Text #16

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Max Activating Token Index: 466

Text #17

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Data Index: 296892 (C4 (Web Text))

Max Activating Token Index: 337

Text #18

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Max Act: 0.0307. Min Act: -0.0003

Data Index: 192893 (C4 (Web Text))

Max Activating Token Index: 894

Text #19

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Max Act: 0.0291. Min Act: -0.0003

Data Index: 233411 (C4 (Web Text))

Max Activating Token Index: 887