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

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

Neuron 3064 in Layer 2

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

Text #0

Max Range: 0.0463. Min Range: -0.0463

Max Act: 0.0463. Min Act: -0.0001

Data Index: 1135523 (C4 (Web Text))

Max Activating Token Index: 22

Text #1

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Max Act: 0.0432. Min Act: -0.0002

Data Index: 68440 (C4 (Web Text))

Max Activating Token Index: 646

Text #2

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Max Act: 0.0392. Min Act: -0.0001

Data Index: 127442 (C4 (Web Text))

Max Activating Token Index: 14

Text #3

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Max Act: 0.0375. Min Act: -0.0002

Data Index: 372385 (C4 (Web Text))

Max Activating Token Index: 696

Text #4

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Max Act: 0.0378. Min Act: -0.0001

Data Index: 816191 (C4 (Web Text))

Max Activating Token Index: 458

Text #5

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Max Act: 0.0375. Min Act: -0.0002

Data Index: 1139675 (C4 (Web Text))

Max Activating Token Index: 141

Text #6

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Max Act: 0.0374. Min Act: -0.0001

Data Index: 1300167 (C4 (Web Text))

Max Activating Token Index: 454

Text #7

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Data Index: 634361 (C4 (Web Text))

Max Activating Token Index: 584

Text #8

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Data Index: 32073 (C4 (Web Text))

Max Activating Token Index: 854

Text #9

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Max Act: 0.0341. Min Act: -0.0001

Data Index: 763143 (C4 (Web Text))

Max Activating Token Index: 701

Text #10

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Data Index: 599828 (C4 (Web Text))

Max Activating Token Index: 394

Text #11

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Data Index: 987271 (C4 (Web Text))

Max Activating Token Index: 30

Text #12

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Data Index: 628362 (C4 (Web Text))

Max Activating Token Index: 352

Text #13

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Data Index: 153584 (C4 (Web Text))

Max Activating Token Index: 82

Text #14

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Data Index: 1045287 (C4 (Web Text))

Max Activating Token Index: 474

Text #15

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Data Index: 1316994 (C4 (Web Text))

Max Activating Token Index: 863

Text #16

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Data Index: 738313 (C4 (Web Text))

Max Activating Token Index: 601

Text #17

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Data Index: 1169172 (C4 (Web Text))

Max Activating Token Index: 159

Text #18

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Max Act: 0.0310. Min Act: -0.0002

Data Index: 739683 (C4 (Web Text))

Max Activating Token Index: 216

Text #19

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Max Act: 0.0302. Min Act: -0.0002

Data Index: 336814 (C4 (Web Text))

Max Activating Token Index: 305