Model: SoLU Model: 12 Layers, 6144 Neurons per Layer

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

Neuron 256 in Layer 2

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-12l')

Text #0

Max Range: 0.0520. Min Range: -0.0520

Max Act: 0.0520. Min Act: -0.0002

Data Index: 1010763 (C4 (Web Text))

Max Activating Token Index: 111

Text #1

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Max Act: 0.0497. Min Act: -0.0002

Data Index: 861716 (C4 (Web Text))

Max Activating Token Index: 74

Text #2

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Max Act: 0.0484. Min Act: -0.0002

Data Index: 789504 (C4 (Web Text))

Max Activating Token Index: 707

Text #3

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Max Act: 0.0476. Min Act: -0.0002

Data Index: 708045 (C4 (Web Text))

Max Activating Token Index: 553

Text #4

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Max Act: 0.0474. Min Act: -0.0002

Data Index: 70133 (C4 (Web Text))

Max Activating Token Index: 866

Text #5

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Max Act: 0.0468. Min Act: -0.0002

Data Index: 512728 (C4 (Web Text))

Max Activating Token Index: 505

Text #6

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Data Index: 855190 (C4 (Web Text))

Max Activating Token Index: 835

Text #7

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Data Index: 1151036 (C4 (Web Text))

Max Activating Token Index: 797

Text #8

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Data Index: 1282017 (C4 (Web Text))

Max Activating Token Index: 731

Text #9

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Max Act: 0.0432. Min Act: -0.0002

Data Index: 931208 (C4 (Web Text))

Max Activating Token Index: 656

Text #10

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Data Index: 907429 (C4 (Web Text))

Max Activating Token Index: 40

Text #11

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Data Index: 566034 (C4 (Web Text))

Max Activating Token Index: 883

Text #12

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Data Index: 348744 (C4 (Web Text))

Max Activating Token Index: 11

Text #13

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Data Index: 1031558 (C4 (Web Text))

Max Activating Token Index: 379

Text #14

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Max Activating Token Index: 863

Text #15

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Max Activating Token Index: 93

Text #16

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Max Activating Token Index: 223

Text #17

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Data Index: 13947 (C4 (Web Text))

Max Activating Token Index: 438

Text #18

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Data Index: 407734 (C4 (Web Text))

Max Activating Token Index: 256

Text #19

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Max Act: 0.0404. Min Act: -0.0002

Data Index: 328054 (C4 (Web Text))

Max Activating Token Index: 616