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

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

Neuron 2994 in Layer 1

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

Text #0

Max Range: 0.0566. Min Range: -0.0566

Max Act: 0.0566. Min Act: -0.0003

Data Index: 1194110 (C4 (Web Text))

Max Activating Token Index: 966

Text #1

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Max Act: 0.0462. Min Act: -0.0003

Data Index: 300320 (C4 (Web Text))

Max Activating Token Index: 189

Text #2

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Max Act: 0.0464. Min Act: -0.0003

Data Index: 819975 (C4 (Web Text))

Max Activating Token Index: 317

Text #3

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Max Act: 0.0470. Min Act: -0.0003

Data Index: 580793 (C4 (Web Text))

Max Activating Token Index: 632

Text #4

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Max Act: 0.0461. Min Act: -0.0003

Data Index: 800686 (C4 (Web Text))

Max Activating Token Index: 864

Text #5

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Max Act: 0.0435. Min Act: -0.0003

Data Index: 166743 (C4 (Web Text))

Max Activating Token Index: 396

Text #6

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Max Act: 0.0478. Min Act: -0.0003

Data Index: 707259 (C4 (Web Text))

Max Activating Token Index: 1009

Text #7

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Data Index: 662237 (C4 (Web Text))

Max Activating Token Index: 738

Text #8

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Data Index: 184402 (C4 (Web Text))

Max Activating Token Index: 459

Text #9

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Data Index: 893217 (C4 (Web Text))

Max Activating Token Index: 305

Text #10

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Data Index: 529993 (C4 (Web Text))

Max Activating Token Index: 687

Text #11

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Data Index: 890729 (C4 (Web Text))

Max Activating Token Index: 695

Text #12

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Data Index: 128218 (C4 (Web Text))

Max Activating Token Index: 733

Text #13

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Data Index: 864276 (C4 (Web Text))

Max Activating Token Index: 537

Text #14

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Data Index: 1437689 (Python Code)

Max Activating Token Index: 534

Text #15

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Data Index: 1061663 (C4 (Web Text))

Max Activating Token Index: 431

Text #16

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Data Index: 1453754 (Python Code)

Max Activating Token Index: 917

Text #17

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Data Index: 701520 (C4 (Web Text))

Max Activating Token Index: 461

Text #18

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Data Index: 982192 (C4 (Web Text))

Max Activating Token Index: 21

Text #19

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Max Act: 0.0304. Min Act: -0.0003

Data Index: 1559928 (Python Code)

Max Activating Token Index: 873