Model: SoLU Model: 10 Layers, 5120 Neurons per Layer

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

Neuron 777 in Layer 1

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-10l')

Text #0

Max Range: 0.0314. Min Range: -0.0314

Max Act: 0.0308. Min Act: -0.0003

Data Index: 297188 (C4 (Web Text))

Max Activating Token Index: 697

Text #1

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Max Act: 0.0314. Min Act: -0.0003

Data Index: 986587 (C4 (Web Text))

Max Activating Token Index: 841

Text #2

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Max Act: 0.0285. Min Act: -0.0003

Data Index: 276839 (C4 (Web Text))

Max Activating Token Index: 36

Text #3

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Max Act: 0.0263. Min Act: -0.0003

Data Index: 548808 (C4 (Web Text))

Max Activating Token Index: 868

Text #4

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Max Act: 0.0257. Min Act: -0.0003

Data Index: 686910 (C4 (Web Text))

Max Activating Token Index: 492

Text #5

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Max Act: 0.0245. Min Act: -0.0003

Data Index: 82921 (C4 (Web Text))

Max Activating Token Index: 568

Text #6

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Max Act: 0.0254. Min Act: -0.0003

Data Index: 312654 (C4 (Web Text))

Max Activating Token Index: 443

Text #7

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Data Index: 940668 (C4 (Web Text))

Max Activating Token Index: 532

Text #8

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Data Index: 337070 (C4 (Web Text))

Max Activating Token Index: 100

Text #9

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Max Act: 0.0235. Min Act: -0.0003

Data Index: 46165 (C4 (Web Text))

Max Activating Token Index: 460

Text #10

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Max Activating Token Index: 687

Text #11

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Data Index: 1353476 (C4 (Web Text))

Max Activating Token Index: 764

Text #12

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Data Index: 908364 (C4 (Web Text))

Max Activating Token Index: 704

Text #13

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Data Index: 1150487 (C4 (Web Text))

Max Activating Token Index: 784

Text #14

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Data Index: 1144550 (C4 (Web Text))

Max Activating Token Index: 369

Text #15

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Data Index: 654915 (C4 (Web Text))

Max Activating Token Index: 487

Text #16

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Data Index: 68019 (C4 (Web Text))

Max Activating Token Index: 385

Text #17

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Data Index: 963673 (C4 (Web Text))

Max Activating Token Index: 39

Text #18

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Data Index: 1248566 (C4 (Web Text))

Max Activating Token Index: 189

Text #19

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Max Act: 0.0219. Min Act: -0.0003

Data Index: 213910 (C4 (Web Text))

Max Activating Token Index: 412