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

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

Neuron 604 in Layer 1

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

Text #0

Max Range: 0.0280. Min Range: -0.0280

Max Act: 0.0280. Min Act: -0.0003

Data Index: 962351 (C4 (Web Text))

Max Activating Token Index: 164

Text #1

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Max Act: 0.0243. Min Act: -0.0003

Data Index: 871787 (C4 (Web Text))

Max Activating Token Index: 449

Text #2

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Max Act: 0.0230. Min Act: -0.0002

Data Index: 427216 (C4 (Web Text))

Max Activating Token Index: 159

Text #3

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Max Act: 0.0200. Min Act: -0.0002

Data Index: 549622 (C4 (Web Text))

Max Activating Token Index: 68

Text #4

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Max Act: 0.0208. Min Act: -0.0003

Data Index: 356920 (C4 (Web Text))

Max Activating Token Index: 647

Text #5

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Max Act: 0.0225. Min Act: -0.0002

Data Index: 892445 (C4 (Web Text))

Max Activating Token Index: 125

Text #6

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Max Act: 0.0215. Min Act: -0.0003

Data Index: 1330418 (C4 (Web Text))

Max Activating Token Index: 14

Text #7

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Max Act: 0.0207. Min Act: -0.0003

Data Index: 46055 (C4 (Web Text))

Max Activating Token Index: 458

Text #8

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Data Index: 1044248 (C4 (Web Text))

Max Activating Token Index: 76

Text #9

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Max Act: 0.0193. Min Act: -0.0002

Data Index: 337109 (C4 (Web Text))

Max Activating Token Index: 652

Text #10

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Data Index: 938085 (C4 (Web Text))

Max Activating Token Index: 103

Text #11

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Data Index: 564467 (C4 (Web Text))

Max Activating Token Index: 869

Text #12

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Data Index: 164213 (C4 (Web Text))

Max Activating Token Index: 480

Text #13

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Data Index: 76761 (C4 (Web Text))

Max Activating Token Index: 1007

Text #14

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Data Index: 132176 (C4 (Web Text))

Max Activating Token Index: 891

Text #15

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Data Index: 694733 (C4 (Web Text))

Max Activating Token Index: 800

Text #16

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Max Activating Token Index: 575

Text #17

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Data Index: 732968 (C4 (Web Text))

Max Activating Token Index: 470

Text #18

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Data Index: 1184550 (C4 (Web Text))

Max Activating Token Index: 162

Text #19

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Max Act: 0.0184. Min Act: -0.0002

Data Index: 435384 (C4 (Web Text))

Max Activating Token Index: 1017