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

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

Neuron 840 in Layer 4

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

Text #0

Max Range: 0.1622. Min Range: -0.1622

Max Act: 0.1622. Min Act: -0.0001

Data Index: 66381 (C4 (Web Text))

Max Activating Token Index: 450

Text #1

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Max Act: 0.1230. Min Act: -0.0001

Data Index: 410427 (C4 (Web Text))

Max Activating Token Index: 610

Text #2

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Max Act: 0.1199. Min Act: -0.0001

Data Index: 1061811 (C4 (Web Text))

Max Activating Token Index: 872

Text #3

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Max Act: 0.1226. Min Act: -0.0001

Data Index: 775425 (C4 (Web Text))

Max Activating Token Index: 441

Text #4

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Max Act: 0.1208. Min Act: -0.0001

Data Index: 1387004 (Python Code)

Max Activating Token Index: 899

Text #5

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Max Act: 0.1141. Min Act: -0.0001

Data Index: 875907 (C4 (Web Text))

Max Activating Token Index: 130

Text #6

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Data Index: 1647932 (Python Code)

Max Activating Token Index: 424

Text #7

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Data Index: 977961 (C4 (Web Text))

Max Activating Token Index: 810

Text #8

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Max Act: 0.1112. Min Act: -0.0001

Data Index: 151533 (C4 (Web Text))

Max Activating Token Index: 866

Text #9

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Data Index: 318302 (C4 (Web Text))

Max Activating Token Index: 174

Text #10

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Data Index: 1362630 (Python Code)

Max Activating Token Index: 790

Text #11

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Data Index: 262946 (C4 (Web Text))

Max Activating Token Index: 736

Text #12

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Data Index: 278905 (C4 (Web Text))

Max Activating Token Index: 79

Text #13

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Data Index: 1158919 (C4 (Web Text))

Max Activating Token Index: 551

Text #14

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Data Index: 255062 (C4 (Web Text))

Max Activating Token Index: 375

Text #15

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Data Index: 952186 (C4 (Web Text))

Max Activating Token Index: 764

Text #16

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Data Index: 1259688 (C4 (Web Text))

Max Activating Token Index: 540

Text #17

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Data Index: 937970 (C4 (Web Text))

Max Activating Token Index: 493

Text #18

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Max Act: 0.0987. Min Act: -0.0001

Data Index: 831961 (C4 (Web Text))

Max Activating Token Index: 456

Text #19

Max Range: 0.1622. Min Range: -0.1622

Max Act: 0.1011. Min Act: -0.0001

Data Index: 176503 (C4 (Web Text))

Max Activating Token Index: 396