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

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

Neuron 53 in Layer 7

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

Text #0

Max Range: 1.3192. Min Range: -1.3192

Max Act: 1.3192. Min Act: -0.0001

Data Index: 725955 (C4 (Web Text))

Max Activating Token Index: 378

Text #1

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Max Act: 1.2684. Min Act: -0.0001

Data Index: 434053 (C4 (Web Text))

Max Activating Token Index: 488

Text #2

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Max Act: 1.2240. Min Act: -0.0000

Data Index: 1297837 (C4 (Web Text))

Max Activating Token Index: 509

Text #3

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Max Act: 1.2068. Min Act: -0.0000

Data Index: 604513 (C4 (Web Text))

Max Activating Token Index: 183

Text #4

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Data Index: 152891 (C4 (Web Text))

Max Activating Token Index: 701

Text #5

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Data Index: 881268 (C4 (Web Text))

Max Activating Token Index: 937

Text #6

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Data Index: 376395 (C4 (Web Text))

Max Activating Token Index: 332

Text #7

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Data Index: 135488 (C4 (Web Text))

Max Activating Token Index: 844

Text #8

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Max Act: 1.1116. Min Act: -0.0001

Data Index: 347328 (C4 (Web Text))

Max Activating Token Index: 224

Text #9

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Data Index: 196677 (C4 (Web Text))

Max Activating Token Index: 443

Text #10

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Data Index: 1323850 (C4 (Web Text))

Max Activating Token Index: 116

Text #11

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Data Index: 653163 (C4 (Web Text))

Max Activating Token Index: 952

Text #12

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Data Index: 909966 (C4 (Web Text))

Max Activating Token Index: 57

Text #13

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Data Index: 1224835 (C4 (Web Text))

Max Activating Token Index: 353

Text #14

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Data Index: 242075 (C4 (Web Text))

Max Activating Token Index: 81

Text #15

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Max Activating Token Index: 726

Text #16

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Max Activating Token Index: 853

Text #17

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Data Index: 153105 (C4 (Web Text))

Max Activating Token Index: 818

Text #18

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Data Index: 328877 (C4 (Web Text))

Max Activating Token Index: 100

Text #19

Max Range: 1.3192. Min Range: -1.3192

Max Act: 1.1058. Min Act: -0.0000

Data Index: 274547 (C4 (Web Text))

Max Activating Token Index: 471