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

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

Neuron 3080 in Layer 4

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

Text #0

Max Range: 1.8384. Min Range: -1.8384

Max Act: 1.7642. Min Act: -0.0001

Data Index: 408993 (C4 (Web Text))

Max Activating Token Index: 530

Text #1

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Max Act: 1.6061. Min Act: -0.0001

Data Index: 123181 (C4 (Web Text))

Max Activating Token Index: 528

Text #2

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Max Act: 1.6701. Min Act: -0.0001

Data Index: 461056 (C4 (Web Text))

Max Activating Token Index: 375

Text #3

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Max Act: 1.5414. Min Act: -0.0001

Data Index: 572447 (C4 (Web Text))

Max Activating Token Index: 353

Text #4

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Max Act: 1.8384. Min Act: -0.0001

Data Index: 1272435 (C4 (Web Text))

Max Activating Token Index: 191

Text #5

Max Range: 1.8384. Min Range: -1.8384

Max Act: 1.3686. Min Act: -0.0001

Data Index: 934511 (C4 (Web Text))

Max Activating Token Index: 174

Text #6

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Data Index: 256933 (C4 (Web Text))

Max Activating Token Index: 185

Text #7

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Data Index: 626415 (C4 (Web Text))

Max Activating Token Index: 750

Text #8

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Data Index: 1283460 (C4 (Web Text))

Max Activating Token Index: 103

Text #9

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Data Index: 627881 (C4 (Web Text))

Max Activating Token Index: 405

Text #10

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Data Index: 497054 (C4 (Web Text))

Max Activating Token Index: 802

Text #11

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Data Index: 627515 (C4 (Web Text))

Max Activating Token Index: 378

Text #12

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Data Index: 200204 (C4 (Web Text))

Max Activating Token Index: 752

Text #13

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Data Index: 122790 (C4 (Web Text))

Max Activating Token Index: 420

Text #14

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Data Index: 251458 (C4 (Web Text))

Max Activating Token Index: 255

Text #15

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Data Index: 1279053 (C4 (Web Text))

Max Activating Token Index: 594

Text #16

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Max Activating Token Index: 75

Text #17

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Max Activating Token Index: 305

Text #18

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Data Index: 1214400 (C4 (Web Text))

Max Activating Token Index: 217

Text #19

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Max Act: 1.2002. Min Act: -0.0001

Data Index: 1056779 (C4 (Web Text))

Max Activating Token Index: 590