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

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

Neuron 2 in Layer 1

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

Text #0

Max Range: 0.0826. Min Range: -0.0826

Max Act: 0.0826. Min Act: -0.0002

Data Index: 165658 (C4 (Web Text))

Max Activating Token Index: 563

Text #1

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Max Act: 0.0771. Min Act: -0.0003

Data Index: 397477 (C4 (Web Text))

Max Activating Token Index: 416

Text #2

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Max Act: 0.0792. Min Act: -0.0003

Data Index: 530826 (C4 (Web Text))

Max Activating Token Index: 564

Text #3

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Max Act: 0.0717. Min Act: -0.0003

Data Index: 131899 (C4 (Web Text))

Max Activating Token Index: 167

Text #4

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Max Act: 0.0734. Min Act: -0.0003

Data Index: 598804 (C4 (Web Text))

Max Activating Token Index: 156

Text #5

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Max Act: 0.0745. Min Act: -0.0003

Data Index: 669743 (C4 (Web Text))

Max Activating Token Index: 250

Text #6

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Max Act: 0.0716. Min Act: -0.0003

Data Index: 1121554 (C4 (Web Text))

Max Activating Token Index: 431

Text #7

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Data Index: 1181209 (C4 (Web Text))

Max Activating Token Index: 554

Text #8

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Max Act: 0.0695. Min Act: -0.0003

Data Index: 193271 (C4 (Web Text))

Max Activating Token Index: 790

Text #9

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Max Act: 0.0725. Min Act: -0.0003

Data Index: 839299 (C4 (Web Text))

Max Activating Token Index: 91

Text #10

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Data Index: 561592 (C4 (Web Text))

Max Activating Token Index: 343

Text #11

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Data Index: 1310974 (C4 (Web Text))

Max Activating Token Index: 400

Text #12

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Data Index: 807164 (C4 (Web Text))

Max Activating Token Index: 188

Text #13

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Data Index: 1323468 (C4 (Web Text))

Max Activating Token Index: 90

Text #14

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Data Index: 270315 (C4 (Web Text))

Max Activating Token Index: 226

Text #15

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Max Activating Token Index: 406

Text #16

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Max Activating Token Index: 592

Text #17

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Data Index: 394618 (C4 (Web Text))

Max Activating Token Index: 400

Text #18

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Data Index: 686959 (C4 (Web Text))

Max Activating Token Index: 392

Text #19

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Max Act: 0.0670. Min Act: -0.0003

Data Index: 894550 (C4 (Web Text))

Max Activating Token Index: 475