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

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

Neuron 3600 in Layer 1

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

Text #0

Max Range: 0.0445. Min Range: -0.0445

Max Act: 0.0439. Min Act: -0.0004

Data Index: 26483 (C4 (Web Text))

Max Activating Token Index: 839

Text #1

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Max Act: 0.0425. Min Act: -0.0003

Data Index: 606982 (C4 (Web Text))

Max Activating Token Index: 259

Text #2

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Max Act: 0.0445. Min Act: -0.0003

Data Index: 379293 (C4 (Web Text))

Max Activating Token Index: 508

Text #3

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Max Act: 0.0408. Min Act: -0.0003

Data Index: 1100386 (C4 (Web Text))

Max Activating Token Index: 36

Text #4

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Max Act: 0.0408. Min Act: -0.0004

Data Index: 473638 (C4 (Web Text))

Max Activating Token Index: 325

Text #5

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Max Act: 0.0412. Min Act: -0.0003

Data Index: 370688 (C4 (Web Text))

Max Activating Token Index: 137

Text #6

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Max Activating Token Index: 714

Text #7

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Max Activating Token Index: 584

Text #8

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Data Index: 659400 (C4 (Web Text))

Max Activating Token Index: 502

Text #9

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Data Index: 225625 (C4 (Web Text))

Max Activating Token Index: 316

Text #10

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Max Activating Token Index: 165

Text #11

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Data Index: 617358 (C4 (Web Text))

Max Activating Token Index: 884

Text #12

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Data Index: 67811 (C4 (Web Text))

Max Activating Token Index: 910

Text #13

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Data Index: 1010681 (C4 (Web Text))

Max Activating Token Index: 5

Text #14

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Data Index: 931456 (C4 (Web Text))

Max Activating Token Index: 19

Text #15

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Max Activating Token Index: 706

Text #16

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Max Activating Token Index: 11

Text #17

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Data Index: 85441 (C4 (Web Text))

Max Activating Token Index: 761

Text #18

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Data Index: 1271482 (C4 (Web Text))

Max Activating Token Index: 86

Text #19

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Max Act: 0.0393. Min Act: -0.0004

Data Index: 845941 (C4 (Web Text))

Max Activating Token Index: 472