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

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

Neuron 5 in Layer 7

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

Text #0

Max Range: 0.0090. Min Range: -0.0090

Max Act: 0.0090. Min Act: -0.0001

Data Index: 1314358 (C4 (Web Text))

Max Activating Token Index: 780

Text #1

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Data Index: 662672 (C4 (Web Text))

Max Activating Token Index: 608

Text #2

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Max Act: 0.0090. Min Act: -0.0001

Data Index: 264959 (C4 (Web Text))

Max Activating Token Index: 644

Text #3

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Max Act: 0.0075. Min Act: -0.0000

Data Index: 1141674 (C4 (Web Text))

Max Activating Token Index: 821

Text #4

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Max Act: 0.0076. Min Act: -0.0001

Data Index: 117868 (C4 (Web Text))

Max Activating Token Index: 940

Text #5

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Max Act: 0.0066. Min Act: -0.0000

Data Index: 144241 (C4 (Web Text))

Max Activating Token Index: 895

Text #6

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Data Index: 1289012 (C4 (Web Text))

Max Activating Token Index: 23

Text #7

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Data Index: 496670 (C4 (Web Text))

Max Activating Token Index: 662

Text #8

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Data Index: 835841 (C4 (Web Text))

Max Activating Token Index: 323

Text #9

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Data Index: 328923 (C4 (Web Text))

Max Activating Token Index: 906

Text #10

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Data Index: 490134 (C4 (Web Text))

Max Activating Token Index: 635

Text #11

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Data Index: 190476 (C4 (Web Text))

Max Activating Token Index: 733

Text #12

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Data Index: 734059 (C4 (Web Text))

Max Activating Token Index: 283

Text #13

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Data Index: 88937 (C4 (Web Text))

Max Activating Token Index: 682

Text #14

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Data Index: 278617 (C4 (Web Text))

Max Activating Token Index: 835

Text #15

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Data Index: 863316 (C4 (Web Text))

Max Activating Token Index: 124

Text #16

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Data Index: 473014 (C4 (Web Text))

Max Activating Token Index: 701

Text #17

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Data Index: 749603 (C4 (Web Text))

Max Activating Token Index: 361

Text #18

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Data Index: 816978 (C4 (Web Text))

Max Activating Token Index: 565

Text #19

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Data Index: 589952 (C4 (Web Text))

Max Activating Token Index: 108