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

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

Neuron 1 in Layer 1

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

Text #0

Max Range: 0.0703. Min Range: -0.0703

Max Act: 0.0703. Min Act: -0.0003

Data Index: 579949 (C4 (Web Text))

Max Activating Token Index: 755

Text #1

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Max Act: 0.0700. Min Act: -0.0003

Data Index: 722490 (C4 (Web Text))

Max Activating Token Index: 687

Text #2

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Max Act: 0.0645. Min Act: -0.0003

Data Index: 1180601 (C4 (Web Text))

Max Activating Token Index: 868

Text #3

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Max Act: 0.0634. Min Act: -0.0003

Data Index: 1067506 (C4 (Web Text))

Max Activating Token Index: 510

Text #4

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Max Act: 0.0631. Min Act: -0.0003

Data Index: 718312 (C4 (Web Text))

Max Activating Token Index: 103

Text #5

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Max Act: 0.0631. Min Act: -0.0003

Data Index: 231458 (C4 (Web Text))

Max Activating Token Index: 826

Text #6

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Max Act: 0.0632. Min Act: -0.0003

Data Index: 446043 (C4 (Web Text))

Max Activating Token Index: 773

Text #7

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Max Act: 0.0622. Min Act: -0.0003

Data Index: 1319858 (C4 (Web Text))

Max Activating Token Index: 408

Text #8

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Max Act: 0.0591. Min Act: -0.0003

Data Index: 415538 (C4 (Web Text))

Max Activating Token Index: 471

Text #9

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Max Act: 0.0589. Min Act: -0.0003

Data Index: 914216 (C4 (Web Text))

Max Activating Token Index: 21

Text #10

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Data Index: 1259675 (C4 (Web Text))

Max Activating Token Index: 627

Text #11

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Data Index: 465675 (C4 (Web Text))

Max Activating Token Index: 473

Text #12

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Data Index: 1113618 (C4 (Web Text))

Max Activating Token Index: 308

Text #13

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Max Act: 0.0559. Min Act: -0.0003

Data Index: 1078008 (C4 (Web Text))

Max Activating Token Index: 528

Text #14

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Max Act: 0.0575. Min Act: -0.0003

Data Index: 159993 (C4 (Web Text))

Max Activating Token Index: 227

Text #15

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Data Index: 539490 (C4 (Web Text))

Max Activating Token Index: 595

Text #16

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Data Index: 1314781 (C4 (Web Text))

Max Activating Token Index: 398

Text #17

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Data Index: 659823 (C4 (Web Text))

Max Activating Token Index: 76

Text #18

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Max Act: 0.0564. Min Act: -0.0003

Data Index: 253723 (C4 (Web Text))

Max Activating Token Index: 58

Text #19

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Max Act: 0.0561. Min Act: -0.0003

Data Index: 1331202 (C4 (Web Text))

Max Activating Token Index: 628