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

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

Neuron 65 in Layer 4

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

Text #0

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Max Act: 0.7384. Min Act: -0.0001

Data Index: 56452 (C4 (Web Text))

Max Activating Token Index: 216

Text #1

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Max Activating Token Index: 623

Text #2

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Max Act: 0.6269. Min Act: -0.0001

Data Index: 1650990 (Python Code)

Max Activating Token Index: 898

Text #3

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Max Act: 0.6950. Min Act: -0.0001

Data Index: 232085 (C4 (Web Text))

Max Activating Token Index: 398

Text #4

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Data Index: 182871 (C4 (Web Text))

Max Activating Token Index: 1008

Text #5

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Max Activating Token Index: 996

Text #6

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Data Index: 18787 (C4 (Web Text))

Max Activating Token Index: 875

Text #7

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Data Index: 544281 (C4 (Web Text))

Max Activating Token Index: 966

Text #8

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Data Index: 800817 (C4 (Web Text))

Max Activating Token Index: 62

Text #9

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Data Index: 1042150 (C4 (Web Text))

Max Activating Token Index: 521

Text #10

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Data Index: 279381 (C4 (Web Text))

Max Activating Token Index: 281

Text #11

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Data Index: 810330 (C4 (Web Text))

Max Activating Token Index: 56

Text #12

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Data Index: 2559 (C4 (Web Text))

Max Activating Token Index: 753

Text #13

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Data Index: 329729 (C4 (Web Text))

Max Activating Token Index: 669

Text #14

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Data Index: 298941 (C4 (Web Text))

Max Activating Token Index: 60

Text #15

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Text #16

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Text #17

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Data Index: 1373136 (Python Code)

Max Activating Token Index: 409

Text #18

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Data Index: 426212 (C4 (Web Text))

Max Activating Token Index: 565

Text #19

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Max Act: 0.5811. Min Act: -0.0001

Data Index: 1350233 (C4 (Web Text))

Max Activating Token Index: 211