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

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

Neuron 1472 in Layer 2

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

Text #0

Max Range: 0.1958. Min Range: -0.1958

Max Act: 0.1958. Min Act: -0.0001

Data Index: 39102 (C4 (Web Text))

Max Activating Token Index: 894

Text #1

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Max Act: 0.1771. Min Act: -0.0002

Data Index: 1103304 (C4 (Web Text))

Max Activating Token Index: 686

Text #2

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Max Act: 0.1672. Min Act: -0.0002

Data Index: 980356 (C4 (Web Text))

Max Activating Token Index: 820

Text #3

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Max Act: 0.1767. Min Act: -0.0001

Data Index: 748597 (C4 (Web Text))

Max Activating Token Index: 941

Text #4

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Max Act: 0.1755. Min Act: -0.0002

Data Index: 812750 (C4 (Web Text))

Max Activating Token Index: 583

Text #5

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Max Act: 0.1744. Min Act: -0.0002

Data Index: 973072 (C4 (Web Text))

Max Activating Token Index: 137

Text #6

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Data Index: 389767 (C4 (Web Text))

Max Activating Token Index: 154

Text #7

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Data Index: 107483 (C4 (Web Text))

Max Activating Token Index: 892

Text #8

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Data Index: 1118421 (C4 (Web Text))

Max Activating Token Index: 163

Text #9

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Data Index: 891128 (C4 (Web Text))

Max Activating Token Index: 388

Text #10

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Data Index: 26963 (C4 (Web Text))

Max Activating Token Index: 681

Text #11

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Data Index: 729949 (C4 (Web Text))

Max Activating Token Index: 148

Text #12

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Data Index: 929332 (C4 (Web Text))

Max Activating Token Index: 973

Text #13

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Data Index: 926817 (C4 (Web Text))

Max Activating Token Index: 659

Text #14

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Data Index: 545225 (C4 (Web Text))

Max Activating Token Index: 252

Text #15

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Data Index: 1036029 (C4 (Web Text))

Max Activating Token Index: 56

Text #16

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Data Index: 557270 (C4 (Web Text))

Max Activating Token Index: 406

Text #17

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Data Index: 652486 (C4 (Web Text))

Max Activating Token Index: 748

Text #18

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Data Index: 1174733 (C4 (Web Text))

Max Activating Token Index: 170

Text #19

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Max Act: 0.1605. Min Act: -0.0002

Data Index: 564937 (C4 (Web Text))

Max Activating Token Index: 699