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

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

Neuron 924 in Layer 3

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

Text #0

Max Range: 1.0775. Min Range: -1.0775

Max Act: 1.0775. Min Act: -0.0001

Data Index: 1108826 (C4 (Web Text))

Max Activating Token Index: 278

Text #1

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Max Act: 0.9442. Min Act: -0.0001

Data Index: 1215491 (C4 (Web Text))

Max Activating Token Index: 43

Text #2

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Max Act: 0.9418. Min Act: -0.0001

Data Index: 878297 (C4 (Web Text))

Max Activating Token Index: 467

Text #3

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Max Act: 0.9716. Min Act: -0.0001

Data Index: 565154 (C4 (Web Text))

Max Activating Token Index: 434

Text #4

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Max Act: 0.9732. Min Act: -0.0001

Data Index: 102472 (C4 (Web Text))

Max Activating Token Index: 899

Text #5

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Data Index: 917055 (C4 (Web Text))

Max Activating Token Index: 94

Text #6

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Data Index: 169607 (C4 (Web Text))

Max Activating Token Index: 479

Text #7

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Data Index: 1224558 (C4 (Web Text))

Max Activating Token Index: 441

Text #8

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Data Index: 797906 (C4 (Web Text))

Max Activating Token Index: 10

Text #9

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Data Index: 471730 (C4 (Web Text))

Max Activating Token Index: 28

Text #10

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Data Index: 954063 (C4 (Web Text))

Max Activating Token Index: 124

Text #11

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Data Index: 913646 (C4 (Web Text))

Max Activating Token Index: 488

Text #12

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Data Index: 986459 (C4 (Web Text))

Max Activating Token Index: 178

Text #13

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Data Index: 1172944 (C4 (Web Text))

Max Activating Token Index: 53

Text #14

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Data Index: 447716 (C4 (Web Text))

Max Activating Token Index: 213

Text #15

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Max Activating Token Index: 456

Text #16

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Text #17

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Data Index: 1296441 (C4 (Web Text))

Max Activating Token Index: 553

Text #18

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Data Index: 1340920 (C4 (Web Text))

Max Activating Token Index: 24

Text #19

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Max Act: 0.8378. Min Act: -0.0001

Data Index: 939743 (C4 (Web Text))

Max Activating Token Index: 577