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

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

Neuron 4457 in Layer 3

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

Text #0

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Max Act: 0.2507. Min Act: -0.0001

Data Index: 1109218 (C4 (Web Text))

Max Activating Token Index: 386

Text #1

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Data Index: 615849 (C4 (Web Text))

Max Activating Token Index: 567

Text #2

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Data Index: 1207534 (C4 (Web Text))

Max Activating Token Index: 217

Text #3

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Max Act: 0.2067. Min Act: -0.0001

Data Index: 153767 (C4 (Web Text))

Max Activating Token Index: 30

Text #4

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Data Index: 603807 (C4 (Web Text))

Max Activating Token Index: 28

Text #5

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Data Index: 85123 (C4 (Web Text))

Max Activating Token Index: 226

Text #6

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Data Index: 318087 (C4 (Web Text))

Max Activating Token Index: 309

Text #7

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Data Index: 192991 (C4 (Web Text))

Max Activating Token Index: 304

Text #8

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Data Index: 1100163 (C4 (Web Text))

Max Activating Token Index: 905

Text #9

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Data Index: 399155 (C4 (Web Text))

Max Activating Token Index: 559

Text #10

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Data Index: 620857 (C4 (Web Text))

Max Activating Token Index: 227

Text #11

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Max Activating Token Index: 931

Text #12

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Data Index: 1068836 (C4 (Web Text))

Max Activating Token Index: 294

Text #13

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Data Index: 1155095 (C4 (Web Text))

Max Activating Token Index: 37

Text #14

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Data Index: 586229 (C4 (Web Text))

Max Activating Token Index: 182

Text #15

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Text #16

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Text #17

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Max Activating Token Index: 719

Text #18

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Data Index: 730974 (C4 (Web Text))

Max Activating Token Index: 344

Text #19

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Max Act: 0.1540. Min Act: -0.0001

Data Index: 649992 (C4 (Web Text))

Max Activating Token Index: 273