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

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

Neuron 1794 in Layer 4

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

Text #0

Max Range: 1.0434. Min Range: -1.0434

Max Act: 1.0314. Min Act: -0.0000

Data Index: 806060 (C4 (Web Text))

Max Activating Token Index: 339

Text #1

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Max Act: 1.0434. Min Act: -0.0001

Data Index: 629402 (C4 (Web Text))

Max Activating Token Index: 419

Text #2

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Max Act: 1.0026. Min Act: -0.0001

Data Index: 398784 (C4 (Web Text))

Max Activating Token Index: 948

Text #3

Max Range: 1.0434. Min Range: -1.0434

Max Act: 0.9603. Min Act: -0.0001

Data Index: 285829 (C4 (Web Text))

Max Activating Token Index: 516

Text #4

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Max Act: 0.9806. Min Act: -0.0000

Data Index: 82576 (C4 (Web Text))

Max Activating Token Index: 936

Text #5

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Max Act: 0.9570. Min Act: -0.0001

Data Index: 1220103 (C4 (Web Text))

Max Activating Token Index: 445

Text #6

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Max Act: 0.9512. Min Act: -0.0001

Data Index: 1216716 (C4 (Web Text))

Max Activating Token Index: 586

Text #7

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Max Act: 0.9171. Min Act: -0.0001

Data Index: 1488719 (Python Code)

Max Activating Token Index: 18

Text #8

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Max Act: 0.9246. Min Act: -0.0001

Data Index: 559214 (C4 (Web Text))

Max Activating Token Index: 495

Text #9

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Data Index: 1177939 (C4 (Web Text))

Max Activating Token Index: 878

Text #10

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Data Index: 580148 (C4 (Web Text))

Max Activating Token Index: 149

Text #11

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Data Index: 985870 (C4 (Web Text))

Max Activating Token Index: 410

Text #12

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Data Index: 1118221 (C4 (Web Text))

Max Activating Token Index: 572

Text #13

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Data Index: 740770 (C4 (Web Text))

Max Activating Token Index: 669

Text #14

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Data Index: 998231 (C4 (Web Text))

Max Activating Token Index: 856

Text #15

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Data Index: 92547 (C4 (Web Text))

Max Activating Token Index: 994

Text #16

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Data Index: 1292811 (C4 (Web Text))

Max Activating Token Index: 721

Text #17

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Data Index: 1162322 (C4 (Web Text))

Max Activating Token Index: 770

Text #18

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Max Act: 0.8441. Min Act: -0.0000

Data Index: 1305625 (C4 (Web Text))

Max Activating Token Index: 342

Text #19

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Max Act: 0.7954. Min Act: -0.0001

Data Index: 779088 (C4 (Web Text))

Max Activating Token Index: 614