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

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

Neuron 4310 in Layer 2

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

Text #0

Max Range: 0.1262. Min Range: -0.1262

Max Act: 0.1262. Min Act: -0.0002

Data Index: 287735 (C4 (Web Text))

Max Activating Token Index: 244

Text #1

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Max Act: 0.1205. Min Act: -0.0002

Data Index: 458846 (C4 (Web Text))

Max Activating Token Index: 307

Text #2

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Max Act: 0.1146. Min Act: -0.0002

Data Index: 1200836 (C4 (Web Text))

Max Activating Token Index: 492

Text #3

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Max Act: 0.1163. Min Act: -0.0002

Data Index: 198488 (C4 (Web Text))

Max Activating Token Index: 364

Text #4

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Max Act: 0.1138. Min Act: -0.0002

Data Index: 454604 (C4 (Web Text))

Max Activating Token Index: 333

Text #5

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Max Act: 0.1015. Min Act: -0.0002

Data Index: 750294 (C4 (Web Text))

Max Activating Token Index: 888

Text #6

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Data Index: 637648 (C4 (Web Text))

Max Activating Token Index: 87

Text #7

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Data Index: 1121590 (C4 (Web Text))

Max Activating Token Index: 41

Text #8

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Data Index: 138309 (C4 (Web Text))

Max Activating Token Index: 255

Text #9

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Data Index: 1090037 (C4 (Web Text))

Max Activating Token Index: 912

Text #10

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Data Index: 14493 (C4 (Web Text))

Max Activating Token Index: 324

Text #11

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Data Index: 1002474 (C4 (Web Text))

Max Activating Token Index: 35

Text #12

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Data Index: 27282 (C4 (Web Text))

Max Activating Token Index: 157

Text #13

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Data Index: 146777 (C4 (Web Text))

Max Activating Token Index: 876

Text #14

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Data Index: 916581 (C4 (Web Text))

Max Activating Token Index: 314

Text #15

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Data Index: 979533 (C4 (Web Text))

Max Activating Token Index: 126

Text #16

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Data Index: 76100 (C4 (Web Text))

Max Activating Token Index: 601

Text #17

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Data Index: 235954 (C4 (Web Text))

Max Activating Token Index: 389

Text #18

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Data Index: 278649 (C4 (Web Text))

Max Activating Token Index: 295

Text #19

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Max Act: 0.1013. Min Act: -0.0002

Data Index: 918169 (C4 (Web Text))

Max Activating Token Index: 272