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

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

Neuron 4001 in Layer 4

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

Text #0

Max Range: 0.1603. Min Range: -0.1603

Max Act: 0.1603. Min Act: -0.0001

Data Index: 430157 (C4 (Web Text))

Max Activating Token Index: 400

Text #1

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Max Act: 0.1586. Min Act: -0.0001

Data Index: 1168972 (C4 (Web Text))

Max Activating Token Index: 217

Text #2

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Max Act: 0.1568. Min Act: -0.0001

Data Index: 936275 (C4 (Web Text))

Max Activating Token Index: 452

Text #3

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Max Act: 0.1480. Min Act: -0.0001

Data Index: 1072987 (C4 (Web Text))

Max Activating Token Index: 699

Text #4

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Max Act: 0.1550. Min Act: -0.0001

Data Index: 832148 (C4 (Web Text))

Max Activating Token Index: 606

Text #5

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Max Act: 0.1392. Min Act: -0.0001

Data Index: 633886 (C4 (Web Text))

Max Activating Token Index: 943

Text #6

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Max Act: 0.1426. Min Act: -0.0001

Data Index: 317267 (C4 (Web Text))

Max Activating Token Index: 728

Text #7

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Data Index: 1356109 (C4 (Web Text))

Max Activating Token Index: 101

Text #8

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Data Index: 725055 (C4 (Web Text))

Max Activating Token Index: 673

Text #9

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Data Index: 777051 (C4 (Web Text))

Max Activating Token Index: 27

Text #10

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Data Index: 162443 (C4 (Web Text))

Max Activating Token Index: 293

Text #11

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Data Index: 198875 (C4 (Web Text))

Max Activating Token Index: 286

Text #12

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Data Index: 605269 (C4 (Web Text))

Max Activating Token Index: 198

Text #13

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Data Index: 1129564 (C4 (Web Text))

Max Activating Token Index: 526

Text #14

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Data Index: 545579 (C4 (Web Text))

Max Activating Token Index: 103

Text #15

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Data Index: 242460 (C4 (Web Text))

Max Activating Token Index: 459

Text #16

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Max Activating Token Index: 833

Text #17

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Data Index: 381291 (C4 (Web Text))

Max Activating Token Index: 975

Text #18

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Data Index: 1253236 (C4 (Web Text))

Max Activating Token Index: 175

Text #19

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Max Act: 0.1169. Min Act: -0.0001

Data Index: 360372 (C4 (Web Text))

Max Activating Token Index: 373