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

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

Neuron 3100 in Layer 3

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

Text #0

Max Range: 1.0313. Min Range: -1.0313

Max Act: 1.0313. Min Act: -0.0001

Data Index: 18739 (C4 (Web Text))

Max Activating Token Index: 363

Text #1

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Data Index: 1170796 (C4 (Web Text))

Max Activating Token Index: 471

Text #2

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Data Index: 1313034 (C4 (Web Text))

Max Activating Token Index: 302

Text #3

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Max Act: 0.7919. Min Act: -0.0001

Data Index: 194616 (C4 (Web Text))

Max Activating Token Index: 373

Text #4

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Data Index: 654614 (C4 (Web Text))

Max Activating Token Index: 487

Text #5

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Data Index: 235945 (C4 (Web Text))

Max Activating Token Index: 500

Text #6

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Max Activating Token Index: 883

Text #7

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Max Activating Token Index: 916

Text #8

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Data Index: 621202 (C4 (Web Text))

Max Activating Token Index: 162

Text #9

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Max Activating Token Index: 953

Text #10

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Max Activating Token Index: 563

Text #11

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Data Index: 811821 (C4 (Web Text))

Max Activating Token Index: 517

Text #12

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Max Activating Token Index: 804

Text #13

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Data Index: 1198870 (C4 (Web Text))

Max Activating Token Index: 613

Text #14

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Data Index: 519473 (C4 (Web Text))

Max Activating Token Index: 706

Text #15

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Text #16

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Text #17

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Max Activating Token Index: 39

Text #18

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Max Activating Token Index: 575

Text #19

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Data Index: 355932 (C4 (Web Text))

Max Activating Token Index: 315