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

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

Neuron 255 in Layer 6

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

Text #0

Max Range: 0.3044. Min Range: -0.3044

Max Act: 0.3044. Min Act: -0.0001

Data Index: 244344 (C4 (Web Text))

Max Activating Token Index: 924

Text #1

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Max Act: 0.2398. Min Act: -0.0001

Data Index: 1283811 (C4 (Web Text))

Max Activating Token Index: 1012

Text #2

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Max Act: 0.2241. Min Act: -0.0001

Data Index: 611538 (C4 (Web Text))

Max Activating Token Index: 898

Text #3

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Max Act: 0.2332. Min Act: -0.0000

Data Index: 660209 (C4 (Web Text))

Max Activating Token Index: 447

Text #4

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Max Act: 0.2352. Min Act: -0.0001

Data Index: 938342 (C4 (Web Text))

Max Activating Token Index: 468

Text #5

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Max Act: 0.2094. Min Act: -0.0000

Data Index: 771861 (C4 (Web Text))

Max Activating Token Index: 236

Text #6

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Data Index: 444861 (C4 (Web Text))

Max Activating Token Index: 970

Text #7

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Max Activating Token Index: 1021

Text #8

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Data Index: 1341046 (C4 (Web Text))

Max Activating Token Index: 263

Text #9

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Data Index: 1257439 (C4 (Web Text))

Max Activating Token Index: 716

Text #10

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Data Index: 118603 (C4 (Web Text))

Max Activating Token Index: 816

Text #11

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Data Index: 47976 (C4 (Web Text))

Max Activating Token Index: 830

Text #12

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Data Index: 296103 (C4 (Web Text))

Max Activating Token Index: 799

Text #13

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Data Index: 56934 (C4 (Web Text))

Max Activating Token Index: 86

Text #14

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Data Index: 879182 (C4 (Web Text))

Max Activating Token Index: 218

Text #15

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Data Index: 388384 (C4 (Web Text))

Max Activating Token Index: 660

Text #16

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Text #17

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Data Index: 298915 (C4 (Web Text))

Max Activating Token Index: 353

Text #18

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Data Index: 854306 (C4 (Web Text))

Max Activating Token Index: 371

Text #19

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Data Index: 694503 (C4 (Web Text))

Max Activating Token Index: 443