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

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

Neuron 3443 in Layer 3

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

Text #0

Max Range: 0.1358. Min Range: -0.1358

Max Act: 0.1325. Min Act: -0.0001

Data Index: 235090 (C4 (Web Text))

Max Activating Token Index: 237

Text #1

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Max Act: 0.1358. Min Act: -0.0001

Data Index: 783404 (C4 (Web Text))

Max Activating Token Index: 572

Text #2

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Max Act: 0.1352. Min Act: -0.0001

Data Index: 1203390 (C4 (Web Text))

Max Activating Token Index: 315

Text #3

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Max Act: 0.1301. Min Act: -0.0001

Data Index: 1181154 (C4 (Web Text))

Max Activating Token Index: 787

Text #4

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Max Act: 0.1121. Min Act: -0.0001

Data Index: 393677 (C4 (Web Text))

Max Activating Token Index: 799

Text #5

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Max Act: 0.1154. Min Act: -0.0001

Data Index: 575712 (C4 (Web Text))

Max Activating Token Index: 26

Text #6

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Max Act: 0.1140. Min Act: -0.0001

Data Index: 194936 (C4 (Web Text))

Max Activating Token Index: 53

Text #7

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Max Act: 0.1225. Min Act: -0.0001

Data Index: 388195 (C4 (Web Text))

Max Activating Token Index: 437

Text #8

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Data Index: 1610774 (Python Code)

Max Activating Token Index: 139

Text #9

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Max Act: 0.1052. Min Act: -0.0001

Data Index: 306108 (C4 (Web Text))

Max Activating Token Index: 443

Text #10

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Data Index: 1149142 (C4 (Web Text))

Max Activating Token Index: 256

Text #11

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Data Index: 1150850 (C4 (Web Text))

Max Activating Token Index: 718

Text #12

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Data Index: 265788 (C4 (Web Text))

Max Activating Token Index: 107

Text #13

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Data Index: 456561 (C4 (Web Text))

Max Activating Token Index: 907

Text #14

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Data Index: 1059010 (C4 (Web Text))

Max Activating Token Index: 957

Text #15

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Data Index: 969204 (C4 (Web Text))

Max Activating Token Index: 367

Text #16

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Data Index: 721850 (C4 (Web Text))

Max Activating Token Index: 540

Text #17

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Data Index: 597925 (C4 (Web Text))

Max Activating Token Index: 715

Text #18

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Max Act: 0.0865. Min Act: -0.0001

Data Index: 1274362 (C4 (Web Text))

Max Activating Token Index: 207

Text #19

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Max Act: 0.0863. Min Act: -0.0001

Data Index: 898062 (C4 (Web Text))

Max Activating Token Index: 631