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

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

Neuron 4319 in Layer 1

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

Text #0

Max Range: 0.0311. Min Range: -0.0311

Max Act: 0.0311. Min Act: -0.0003

Data Index: 807791 (C4 (Web Text))

Max Activating Token Index: 113

Text #1

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Max Act: 0.0287. Min Act: -0.0003

Data Index: 1332357 (C4 (Web Text))

Max Activating Token Index: 618

Text #2

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Max Act: 0.0279. Min Act: -0.0003

Data Index: 264968 (C4 (Web Text))

Max Activating Token Index: 421

Text #3

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Max Act: 0.0269. Min Act: -0.0003

Data Index: 341435 (C4 (Web Text))

Max Activating Token Index: 375

Text #4

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Max Act: 0.0266. Min Act: -0.0003

Data Index: 808715 (C4 (Web Text))

Max Activating Token Index: 722

Text #5

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Max Act: 0.0258. Min Act: -0.0003

Data Index: 1300452 (C4 (Web Text))

Max Activating Token Index: 345

Text #6

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Max Act: 0.0261. Min Act: -0.0003

Data Index: 698826 (C4 (Web Text))

Max Activating Token Index: 506

Text #7

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Data Index: 886892 (C4 (Web Text))

Max Activating Token Index: 928

Text #8

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Data Index: 311831 (C4 (Web Text))

Max Activating Token Index: 825

Text #9

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Max Act: 0.0264. Min Act: -0.0003

Data Index: 438693 (C4 (Web Text))

Max Activating Token Index: 48

Text #10

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Data Index: 1297059 (C4 (Web Text))

Max Activating Token Index: 107

Text #11

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Data Index: 354061 (C4 (Web Text))

Max Activating Token Index: 964

Text #12

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Data Index: 76228 (C4 (Web Text))

Max Activating Token Index: 978

Text #13

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Data Index: 242489 (C4 (Web Text))

Max Activating Token Index: 870

Text #14

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Data Index: 652438 (C4 (Web Text))

Max Activating Token Index: 689

Text #15

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Max Activating Token Index: 74

Text #16

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Max Activating Token Index: 246

Text #17

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Data Index: 537672 (C4 (Web Text))

Max Activating Token Index: 141

Text #18

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Data Index: 791632 (C4 (Web Text))

Max Activating Token Index: 891

Text #19

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Max Act: 0.0249. Min Act: -0.0003

Data Index: 471923 (C4 (Web Text))

Max Activating Token Index: 58