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

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

Neuron 562 in Layer 1

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

Text #0

Max Range: 0.0313. Min Range: -0.0313

Max Act: 0.0313. Min Act: -0.0006

Data Index: 1064486 (C4 (Web Text))

Max Activating Token Index: 734

Text #1

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Max Act: 0.0313. Min Act: -0.0006

Data Index: 897874 (C4 (Web Text))

Max Activating Token Index: 965

Text #2

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Max Act: 0.0307. Min Act: -0.0006

Data Index: 1117783 (C4 (Web Text))

Max Activating Token Index: 1020

Text #3

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Max Act: 0.0300. Min Act: -0.0006

Data Index: 1085042 (C4 (Web Text))

Max Activating Token Index: 821

Text #4

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Max Act: 0.0300. Min Act: -0.0006

Data Index: 1175843 (C4 (Web Text))

Max Activating Token Index: 381

Text #5

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Max Act: 0.0277. Min Act: -0.0006

Data Index: 579684 (C4 (Web Text))

Max Activating Token Index: 485

Text #6

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Data Index: 177665 (C4 (Web Text))

Max Activating Token Index: 204

Text #7

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Data Index: 1096141 (C4 (Web Text))

Max Activating Token Index: 162

Text #8

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Data Index: 1266159 (C4 (Web Text))

Max Activating Token Index: 511

Text #9

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Max Act: 0.0300. Min Act: -0.0006

Data Index: 1306696 (C4 (Web Text))

Max Activating Token Index: 230

Text #10

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Data Index: 1433366 (Python Code)

Max Activating Token Index: 283

Text #11

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Data Index: 216463 (C4 (Web Text))

Max Activating Token Index: 444

Text #12

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Data Index: 1081063 (C4 (Web Text))

Max Activating Token Index: 351

Text #13

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Max Act: 0.0282. Min Act: -0.0006

Data Index: 377150 (C4 (Web Text))

Max Activating Token Index: 114

Text #14

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Data Index: 36616 (C4 (Web Text))

Max Activating Token Index: 610

Text #15

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Max Activating Token Index: 844

Text #16

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Max Activating Token Index: 1001

Text #17

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Max Activating Token Index: 1016

Text #18

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Data Index: 958471 (C4 (Web Text))

Max Activating Token Index: 529

Text #19

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Max Act: 0.0276. Min Act: -0.0006

Data Index: 1190798 (C4 (Web Text))

Max Activating Token Index: 949