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

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

Neuron 2053 in Layer 3

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

Text #0

Max Range: 0.6568. Min Range: -0.6568

Max Act: 0.6568. Min Act: -0.0001

Data Index: 302154 (C4 (Web Text))

Max Activating Token Index: 784

Text #1

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Max Act: 0.6183. Min Act: -0.0001

Data Index: 61284 (C4 (Web Text))

Max Activating Token Index: 646

Text #2

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Max Act: 0.6102. Min Act: -0.0001

Data Index: 1102170 (C4 (Web Text))

Max Activating Token Index: 81

Text #3

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Max Act: 0.5868. Min Act: -0.0001

Data Index: 1131413 (C4 (Web Text))

Max Activating Token Index: 335

Text #4

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Max Act: 0.4824. Min Act: -0.0001

Data Index: 956026 (C4 (Web Text))

Max Activating Token Index: 637

Text #5

Max Range: 0.6568. Min Range: -0.6568

Max Act: 0.5133. Min Act: -0.0001

Data Index: 1645830 (Python Code)

Max Activating Token Index: 734

Text #6

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Max Act: 0.4944. Min Act: -0.0001

Data Index: 280151 (C4 (Web Text))

Max Activating Token Index: 661

Text #7

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Data Index: 917901 (C4 (Web Text))

Max Activating Token Index: 496

Text #8

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Data Index: 78395 (C4 (Web Text))

Max Activating Token Index: 438

Text #9

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Data Index: 345460 (C4 (Web Text))

Max Activating Token Index: 49

Text #10

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Data Index: 859150 (C4 (Web Text))

Max Activating Token Index: 33

Text #11

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Data Index: 121218 (C4 (Web Text))

Max Activating Token Index: 242

Text #12

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Data Index: 256702 (C4 (Web Text))

Max Activating Token Index: 56

Text #13

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Data Index: 84602 (C4 (Web Text))

Max Activating Token Index: 732

Text #14

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Data Index: 476497 (C4 (Web Text))

Max Activating Token Index: 45

Text #15

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Data Index: 174587 (C4 (Web Text))

Max Activating Token Index: 34

Text #16

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Data Index: 652414 (C4 (Web Text))

Max Activating Token Index: 6

Text #17

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Data Index: 1330578 (C4 (Web Text))

Max Activating Token Index: 30

Text #18

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Data Index: 503356 (C4 (Web Text))

Max Activating Token Index: 47

Text #19

Max Range: 0.6568. Min Range: -0.6568

Max Act: 0.4924. Min Act: -0.0001

Data Index: 889091 (C4 (Web Text))

Max Activating Token Index: 100