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

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

Neuron 3799 in Layer 4

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

Text #0

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Max Act: 0.2056. Min Act: -0.0001

Data Index: 187042 (C4 (Web Text))

Max Activating Token Index: 468

Text #1

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Max Act: 0.1925. Min Act: -0.0001

Data Index: 391055 (C4 (Web Text))

Max Activating Token Index: 882

Text #2

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Max Act: 0.1808. Min Act: -0.0001

Data Index: 339309 (C4 (Web Text))

Max Activating Token Index: 22

Text #3

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Max Act: 0.1868. Min Act: -0.0001

Data Index: 1610076 (Python Code)

Max Activating Token Index: 34

Text #4

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Max Act: 0.1701. Min Act: -0.0001

Data Index: 530837 (C4 (Web Text))

Max Activating Token Index: 790

Text #5

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Max Act: 0.1635. Min Act: -0.0001

Data Index: 445180 (C4 (Web Text))

Max Activating Token Index: 650

Text #6

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Data Index: 394797 (C4 (Web Text))

Max Activating Token Index: 522

Text #7

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Data Index: 1173729 (C4 (Web Text))

Max Activating Token Index: 255

Text #8

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Data Index: 794084 (C4 (Web Text))

Max Activating Token Index: 694

Text #9

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Data Index: 1278067 (C4 (Web Text))

Max Activating Token Index: 101

Text #10

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Max Activating Token Index: 194

Text #11

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Data Index: 790570 (C4 (Web Text))

Max Activating Token Index: 756

Text #12

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Data Index: 147106 (C4 (Web Text))

Max Activating Token Index: 613

Text #13

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Data Index: 532303 (C4 (Web Text))

Max Activating Token Index: 516

Text #14

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Data Index: 1356771 (C4 (Web Text))

Max Activating Token Index: 141

Text #15

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Data Index: 501202 (C4 (Web Text))

Max Activating Token Index: 104

Text #16

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Max Activating Token Index: 773

Text #17

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Data Index: 1354997 (C4 (Web Text))

Max Activating Token Index: 240

Text #18

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Data Index: 13934 (C4 (Web Text))

Max Activating Token Index: 481

Text #19

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Max Act: 0.1415. Min Act: -0.0001

Data Index: 1122441 (C4 (Web Text))

Max Activating Token Index: 320