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

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

Neuron 512 in Layer 6

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

Text #0

Max Range: 1.0485. Min Range: -1.0485

Max Act: 1.0485. Min Act: -0.0000

Data Index: 13902 (C4 (Web Text))

Max Activating Token Index: 110

Text #1

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Max Act: 1.0372. Min Act: -0.0000

Data Index: 588961 (C4 (Web Text))

Max Activating Token Index: 1009

Text #2

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Max Act: 0.9085. Min Act: -0.0001

Data Index: 1096385 (C4 (Web Text))

Max Activating Token Index: 739

Text #3

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Max Act: 0.8476. Min Act: -0.0000

Data Index: 1007830 (C4 (Web Text))

Max Activating Token Index: 322

Text #4

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Max Act: 0.8312. Min Act: -0.0000

Data Index: 387209 (C4 (Web Text))

Max Activating Token Index: 273

Text #5

Max Range: 1.0485. Min Range: -1.0485

Max Act: 0.8315. Min Act: -0.0000

Data Index: 1084186 (C4 (Web Text))

Max Activating Token Index: 604

Text #6

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Max Act: 0.8080. Min Act: -0.0000

Data Index: 94047 (C4 (Web Text))

Max Activating Token Index: 813

Text #7

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Data Index: 232826 (C4 (Web Text))

Max Activating Token Index: 594

Text #8

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Data Index: 706166 (C4 (Web Text))

Max Activating Token Index: 930

Text #9

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Max Act: 0.7819. Min Act: -0.0000

Data Index: 1267014 (C4 (Web Text))

Max Activating Token Index: 50

Text #10

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Data Index: 80105 (C4 (Web Text))

Max Activating Token Index: 708

Text #11

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Data Index: 1268381 (C4 (Web Text))

Max Activating Token Index: 804

Text #12

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Data Index: 204786 (C4 (Web Text))

Max Activating Token Index: 777

Text #13

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Data Index: 194939 (C4 (Web Text))

Max Activating Token Index: 303

Text #14

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Data Index: 116619 (C4 (Web Text))

Max Activating Token Index: 466

Text #15

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Data Index: 910079 (C4 (Web Text))

Max Activating Token Index: 227

Text #16

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Max Activating Token Index: 1018

Text #17

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Data Index: 954794 (C4 (Web Text))

Max Activating Token Index: 517

Text #18

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Data Index: 1193994 (C4 (Web Text))

Max Activating Token Index: 991

Text #19

Max Range: 1.0485. Min Range: -1.0485

Max Act: 0.7465. Min Act: -0.0001

Data Index: 374983 (C4 (Web Text))

Max Activating Token Index: 352