Model: SoLU Model: 10 Layers, 5120 Neurons per Layer

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

Neuron 679 in Layer 1

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-10l')

Text #0

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Max Act: 0.0399. Min Act: -0.0003

Data Index: 163155 (C4 (Web Text))

Max Activating Token Index: 107

Text #1

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Max Act: 0.0387. Min Act: -0.0002

Data Index: 968050 (C4 (Web Text))

Max Activating Token Index: 866

Text #2

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Max Act: 0.0380. Min Act: -0.0003

Data Index: 737566 (C4 (Web Text))

Max Activating Token Index: 730

Text #3

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Max Act: 0.0372. Min Act: -0.0002

Data Index: 87287 (C4 (Web Text))

Max Activating Token Index: 339

Text #4

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Max Act: 0.0361. Min Act: -0.0003

Data Index: 80586 (C4 (Web Text))

Max Activating Token Index: 969

Text #5

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Max Act: 0.0349. Min Act: -0.0003

Data Index: 1070597 (C4 (Web Text))

Max Activating Token Index: 48

Text #6

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Data Index: 700315 (C4 (Web Text))

Max Activating Token Index: 404

Text #7

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Data Index: 957376 (C4 (Web Text))

Max Activating Token Index: 966

Text #8

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Data Index: 281695 (C4 (Web Text))

Max Activating Token Index: 244

Text #9

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Data Index: 1110934 (C4 (Web Text))

Max Activating Token Index: 194

Text #10

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Data Index: 33188 (C4 (Web Text))

Max Activating Token Index: 949

Text #11

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Data Index: 1109657 (C4 (Web Text))

Max Activating Token Index: 41

Text #12

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Data Index: 105349 (C4 (Web Text))

Max Activating Token Index: 75

Text #13

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Data Index: 962931 (C4 (Web Text))

Max Activating Token Index: 960

Text #14

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Data Index: 154747 (C4 (Web Text))

Max Activating Token Index: 716

Text #15

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Max Activating Token Index: 118

Text #16

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Max Activating Token Index: 282

Text #17

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Data Index: 405087 (C4 (Web Text))

Max Activating Token Index: 657

Text #18

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Data Index: 813629 (C4 (Web Text))

Max Activating Token Index: 761

Text #19

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Max Act: 0.0305. Min Act: -0.0002

Data Index: 458080 (C4 (Web Text))

Max Activating Token Index: 445