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

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

Neuron 3997 in Layer 1

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

Text #0

Max Range: 0.0463. Min Range: -0.0463

Max Act: 0.0463. Min Act: -0.0002

Data Index: 255326 (C4 (Web Text))

Max Activating Token Index: 583

Text #1

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Max Act: 0.0437. Min Act: -0.0002

Data Index: 1287371 (C4 (Web Text))

Max Activating Token Index: 879

Text #2

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Max Act: 0.0440. Min Act: -0.0002

Data Index: 618545 (C4 (Web Text))

Max Activating Token Index: 615

Text #3

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Max Act: 0.0423. Min Act: -0.0002

Data Index: 233055 (C4 (Web Text))

Max Activating Token Index: 753

Text #4

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Max Act: 0.0403. Min Act: -0.0002

Data Index: 827554 (C4 (Web Text))

Max Activating Token Index: 441

Text #5

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Max Act: 0.0392. Min Act: -0.0002

Data Index: 183434 (C4 (Web Text))

Max Activating Token Index: 731

Text #6

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Max Act: 0.0389. Min Act: -0.0002

Data Index: 489558 (C4 (Web Text))

Max Activating Token Index: 434

Text #7

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Max Act: 0.0404. Min Act: -0.0002

Data Index: 1331816 (C4 (Web Text))

Max Activating Token Index: 266

Text #8

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Data Index: 672831 (C4 (Web Text))

Max Activating Token Index: 440

Text #9

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Max Act: 0.0374. Min Act: -0.0002

Data Index: 805725 (C4 (Web Text))

Max Activating Token Index: 653

Text #10

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Data Index: 248056 (C4 (Web Text))

Max Activating Token Index: 45

Text #11

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Data Index: 991292 (C4 (Web Text))

Max Activating Token Index: 790

Text #12

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Data Index: 532992 (C4 (Web Text))

Max Activating Token Index: 988

Text #13

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Max Act: 0.0340. Min Act: -0.0003

Data Index: 1202041 (C4 (Web Text))

Max Activating Token Index: 655

Text #14

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Max Act: 0.0318. Min Act: -0.0002

Data Index: 414455 (C4 (Web Text))

Max Activating Token Index: 594

Text #15

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Max Activating Token Index: 775

Text #16

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Data Index: 1354301 (C4 (Web Text))

Max Activating Token Index: 666

Text #17

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Data Index: 711190 (C4 (Web Text))

Max Activating Token Index: 307

Text #18

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Data Index: 394873 (C4 (Web Text))

Max Activating Token Index: 673

Text #19

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Max Act: 0.0281. Min Act: -0.0002

Data Index: 230733 (C4 (Web Text))

Max Activating Token Index: 480