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

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

Neuron 900 in Layer 1

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

Text #0

Max Range: 0.0748. Min Range: -0.0748

Max Act: 0.0748. Min Act: -0.0003

Data Index: 1253051 (C4 (Web Text))

Max Activating Token Index: 440

Text #1

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Max Act: 0.0638. Min Act: -0.0003

Data Index: 101316 (C4 (Web Text))

Max Activating Token Index: 830

Text #2

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Max Act: 0.0625. Min Act: -0.0003

Data Index: 881919 (C4 (Web Text))

Max Activating Token Index: 369

Text #3

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Max Act: 0.0508. Min Act: -0.0003

Data Index: 152317 (C4 (Web Text))

Max Activating Token Index: 177

Text #4

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Max Act: 0.0550. Min Act: -0.0002

Data Index: 249312 (C4 (Web Text))

Max Activating Token Index: 587

Text #5

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Max Act: 0.0549. Min Act: -0.0003

Data Index: 284509 (C4 (Web Text))

Max Activating Token Index: 477

Text #6

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Max Act: 0.0534. Min Act: -0.0003

Data Index: 74313 (C4 (Web Text))

Max Activating Token Index: 308

Text #7

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Max Act: 0.0531. Min Act: -0.0003

Data Index: 296040 (C4 (Web Text))

Max Activating Token Index: 185

Text #8

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Max Act: 0.0541. Min Act: -0.0003

Data Index: 508182 (C4 (Web Text))

Max Activating Token Index: 721

Text #9

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Max Act: 0.0535. Min Act: -0.0003

Data Index: 1250492 (C4 (Web Text))

Max Activating Token Index: 634

Text #10

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Max Act: 0.0526. Min Act: -0.0003

Data Index: 546923 (C4 (Web Text))

Max Activating Token Index: 87

Text #11

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Data Index: 493832 (C4 (Web Text))

Max Activating Token Index: 529

Text #12

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Data Index: 1292589 (C4 (Web Text))

Max Activating Token Index: 293

Text #13

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Max Act: 0.0510. Min Act: -0.0003

Data Index: 324344 (C4 (Web Text))

Max Activating Token Index: 366

Text #14

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Data Index: 275671 (C4 (Web Text))

Max Activating Token Index: 184

Text #15

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Data Index: 11767 (C4 (Web Text))

Max Activating Token Index: 526

Text #16

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Max Activating Token Index: 173

Text #17

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Data Index: 621754 (C4 (Web Text))

Max Activating Token Index: 597

Text #18

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Data Index: 444867 (C4 (Web Text))

Max Activating Token Index: 260

Text #19

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Data Index: 1267865 (C4 (Web Text))

Max Activating Token Index: 19