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

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

Neuron 2888 in Layer 3

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

Text #0

Max Range: 1.2108. Min Range: -1.2108

Max Act: 1.2108. Min Act: -0.0001

Data Index: 280334 (C4 (Web Text))

Max Activating Token Index: 392

Text #1

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Max Act: 1.0747. Min Act: -0.0001

Data Index: 548373 (C4 (Web Text))

Max Activating Token Index: 218

Text #2

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Max Act: 1.0707. Min Act: -0.0001

Data Index: 726832 (C4 (Web Text))

Max Activating Token Index: 241

Text #3

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Max Act: 0.9079. Min Act: -0.0001

Data Index: 1262078 (C4 (Web Text))

Max Activating Token Index: 78

Text #4

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Max Act: 1.1104. Min Act: -0.0001

Data Index: 1333988 (C4 (Web Text))

Max Activating Token Index: 191

Text #5

Max Range: 1.2108. Min Range: -1.2108

Max Act: 1.0821. Min Act: -0.0001

Data Index: 989966 (C4 (Web Text))

Max Activating Token Index: 195

Text #6

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Max Act: 1.0968. Min Act: -0.0001

Data Index: 759713 (C4 (Web Text))

Max Activating Token Index: 559

Text #7

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Data Index: 488164 (C4 (Web Text))

Max Activating Token Index: 300

Text #8

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Data Index: 1093532 (C4 (Web Text))

Max Activating Token Index: 333

Text #9

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Data Index: 1117301 (C4 (Web Text))

Max Activating Token Index: 943

Text #10

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Data Index: 606740 (C4 (Web Text))

Max Activating Token Index: 138

Text #11

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Data Index: 870585 (C4 (Web Text))

Max Activating Token Index: 710

Text #12

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Data Index: 824692 (C4 (Web Text))

Max Activating Token Index: 415

Text #13

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Data Index: 1011562 (C4 (Web Text))

Max Activating Token Index: 731

Text #14

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Data Index: 769189 (C4 (Web Text))

Max Activating Token Index: 90

Text #15

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Data Index: 359185 (C4 (Web Text))

Max Activating Token Index: 481

Text #16

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Data Index: 683102 (C4 (Web Text))

Max Activating Token Index: 198

Text #17

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Data Index: 287891 (C4 (Web Text))

Max Activating Token Index: 513

Text #18

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Data Index: 658791 (C4 (Web Text))

Max Activating Token Index: 370

Text #19

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Max Act: 0.8879. Min Act: -0.0001

Data Index: 386061 (C4 (Web Text))

Max Activating Token Index: 464