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

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

Neuron 3100 in Layer 1

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

Text #0

Max Range: 0.0870. Min Range: -0.0870

Max Act: 0.0836. Min Act: -0.0003

Data Index: 1277693 (C4 (Web Text))

Max Activating Token Index: 925

Text #1

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Max Act: 0.0870. Min Act: -0.0003

Data Index: 1359271 (C4 (Web Text))

Max Activating Token Index: 733

Text #2

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Max Act: 0.0817. Min Act: -0.0003

Data Index: 989431 (C4 (Web Text))

Max Activating Token Index: 626

Text #3

Max Range: 0.0870. Min Range: -0.0870

Max Act: 0.0815. Min Act: -0.0002

Data Index: 871601 (C4 (Web Text))

Max Activating Token Index: 371

Text #4

Max Range: 0.0870. Min Range: -0.0870

Max Act: 0.0772. Min Act: -0.0002

Data Index: 1186969 (C4 (Web Text))

Max Activating Token Index: 357

Text #5

Max Range: 0.0870. Min Range: -0.0870

Max Act: 0.0762. Min Act: -0.0003

Data Index: 814591 (C4 (Web Text))

Max Activating Token Index: 625

Text #6

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Max Act: 0.0774. Min Act: -0.0003

Data Index: 827164 (C4 (Web Text))

Max Activating Token Index: 491

Text #7

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Max Act: 0.0784. Min Act: -0.0003

Data Index: 883599 (C4 (Web Text))

Max Activating Token Index: 765

Text #8

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Max Act: 0.0737. Min Act: -0.0003

Data Index: 114306 (C4 (Web Text))

Max Activating Token Index: 693

Text #9

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Max Act: 0.0714. Min Act: -0.0002

Data Index: 246192 (C4 (Web Text))

Max Activating Token Index: 290

Text #10

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Max Act: 0.0727. Min Act: -0.0003

Data Index: 747646 (C4 (Web Text))

Max Activating Token Index: 834

Text #11

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Max Act: 0.0741. Min Act: -0.0002

Data Index: 879351 (C4 (Web Text))

Max Activating Token Index: 990

Text #12

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Max Act: 0.0689. Min Act: -0.0003

Data Index: 144602 (C4 (Web Text))

Max Activating Token Index: 463

Text #13

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Max Act: 0.0691. Min Act: -0.0003

Data Index: 433582 (C4 (Web Text))

Max Activating Token Index: 509

Text #14

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Max Act: 0.0677. Min Act: -0.0003

Data Index: 1165486 (C4 (Web Text))

Max Activating Token Index: 337

Text #15

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Data Index: 860667 (C4 (Web Text))

Max Activating Token Index: 346

Text #16

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Data Index: 307651 (C4 (Web Text))

Max Activating Token Index: 934

Text #17

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Data Index: 93775 (C4 (Web Text))

Max Activating Token Index: 64

Text #18

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Max Act: 0.0567. Min Act: -0.0002

Data Index: 660223 (C4 (Web Text))

Max Activating Token Index: 144

Text #19

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Max Act: 0.0501. Min Act: -0.0002

Data Index: 801545 (C4 (Web Text))

Max Activating Token Index: 615