Model: SoLU Model: 4 Layers, 2048 Neurons per Layer

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

Neuron 2026 in Layer 0

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-4l')

Text #0

Max Range: 0.0111. Min Range: -0.0111

Max Act: 0.0111. Min Act: -0.0005

Data Index: 911875 (C4 (Web Text))

Max Activating Token Index: 598

Text #1

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Max Act: 0.0103. Min Act: -0.0005

Data Index: 776228 (C4 (Web Text))

Max Activating Token Index: 17

Text #2

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Max Act: 0.0101. Min Act: -0.0005

Data Index: 37371 (C4 (Web Text))

Max Activating Token Index: 814

Text #3

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Max Act: 0.0097. Min Act: -0.0005

Data Index: 120733 (C4 (Web Text))

Max Activating Token Index: 597

Text #4

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Max Act: 0.0094. Min Act: -0.0005

Data Index: 107661 (C4 (Web Text))

Max Activating Token Index: 877

Text #5

Max Range: 0.0111. Min Range: -0.0111

Max Act: 0.0090. Min Act: -0.0006

Data Index: 595994 (C4 (Web Text))

Max Activating Token Index: 533

Text #6

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Max Act: 0.0090. Min Act: -0.0005

Data Index: 922754 (C4 (Web Text))

Max Activating Token Index: 747

Text #7

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Data Index: 364768 (C4 (Web Text))

Max Activating Token Index: 194

Text #8

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Max Act: 0.0087. Min Act: -0.0005

Data Index: 111161 (C4 (Web Text))

Max Activating Token Index: 333

Text #9

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Data Index: 272197 (C4 (Web Text))

Max Activating Token Index: 851

Text #10

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Max Act: 0.0086. Min Act: -0.0006

Data Index: 330163 (C4 (Web Text))

Max Activating Token Index: 760

Text #11

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Data Index: 1463768 (Python Code)

Max Activating Token Index: 777

Text #12

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Data Index: 404487 (C4 (Web Text))

Max Activating Token Index: 792

Text #13

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Data Index: 656031 (C4 (Web Text))

Max Activating Token Index: 519

Text #14

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Data Index: 1500227 (Python Code)

Max Activating Token Index: 632

Text #15

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Data Index: 677533 (C4 (Web Text))

Max Activating Token Index: 148

Text #16

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Max Activating Token Index: 914

Text #17

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Data Index: 59979 (C4 (Web Text))

Max Activating Token Index: 4

Text #18

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Data Index: 1043512 (C4 (Web Text))

Max Activating Token Index: 843

Text #19

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Max Act: 0.0079. Min Act: -0.0005

Data Index: 644841 (C4 (Web Text))

Max Activating Token Index: 232