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

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

Neuron 55 in Layer 1

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

Text #0

Max Range: 0.0592. Min Range: -0.0592

Max Act: 0.0564. Min Act: -0.0003

Data Index: 471528 (C4 (Web Text))

Max Activating Token Index: 530

Text #1

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Max Act: 0.0592. Min Act: -0.0002

Data Index: 807081 (C4 (Web Text))

Max Activating Token Index: 627

Text #2

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Max Act: 0.0549. Min Act: -0.0003

Data Index: 579153 (C4 (Web Text))

Max Activating Token Index: 183

Text #3

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Max Act: 0.0530. Min Act: -0.0003

Data Index: 1070052 (C4 (Web Text))

Max Activating Token Index: 309

Text #4

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Max Act: 0.0516. Min Act: -0.0003

Data Index: 1355427 (C4 (Web Text))

Max Activating Token Index: 329

Text #5

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Max Act: 0.0516. Min Act: -0.0003

Data Index: 200301 (C4 (Web Text))

Max Activating Token Index: 423

Text #6

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Data Index: 306653 (C4 (Web Text))

Max Activating Token Index: 826

Text #7

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Data Index: 917401 (C4 (Web Text))

Max Activating Token Index: 432

Text #8

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Data Index: 462969 (C4 (Web Text))

Max Activating Token Index: 65

Text #9

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Data Index: 777495 (C4 (Web Text))

Max Activating Token Index: 102

Text #10

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Data Index: 839359 (C4 (Web Text))

Max Activating Token Index: 1002

Text #11

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Data Index: 731905 (C4 (Web Text))

Max Activating Token Index: 616

Text #12

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Data Index: 249216 (C4 (Web Text))

Max Activating Token Index: 148

Text #13

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Data Index: 402569 (C4 (Web Text))

Max Activating Token Index: 277

Text #14

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Data Index: 961730 (C4 (Web Text))

Max Activating Token Index: 375

Text #15

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Data Index: 527753 (C4 (Web Text))

Max Activating Token Index: 850

Text #16

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Max Activating Token Index: 164

Text #17

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Data Index: 467449 (C4 (Web Text))

Max Activating Token Index: 274

Text #18

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Data Index: 391743 (C4 (Web Text))

Max Activating Token Index: 482

Text #19

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Max Act: 0.0437. Min Act: -0.0003

Data Index: 295658 (C4 (Web Text))

Max Activating Token Index: 652