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

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

Neuron 3218 in Layer 7

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

Text #0

Max Range: 0.2428. Min Range: -0.2428

Max Act: 0.2428. Min Act: -0.0000

Data Index: 215322 (C4 (Web Text))

Max Activating Token Index: 874

Text #1

Max Range: 0.2428. Min Range: -0.2428

Max Act: 0.2129. Min Act: -0.0001

Data Index: 1373342 (Python Code)

Max Activating Token Index: 44

Text #2

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Max Act: 0.2219. Min Act: -0.0001

Data Index: 1185741 (C4 (Web Text))

Max Activating Token Index: 544

Text #3

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Max Act: 0.2091. Min Act: -0.0001

Data Index: 36634 (C4 (Web Text))

Max Activating Token Index: 988

Text #4

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Max Act: 0.1898. Min Act: -0.0000

Data Index: 614768 (C4 (Web Text))

Max Activating Token Index: 520

Text #5

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Max Act: 0.1939. Min Act: -0.0001

Data Index: 87437 (C4 (Web Text))

Max Activating Token Index: 739

Text #6

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Max Act: 0.2013. Min Act: -0.0001

Data Index: 544048 (C4 (Web Text))

Max Activating Token Index: 354

Text #7

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Max Act: 0.1997. Min Act: -0.0000

Data Index: 293794 (C4 (Web Text))

Max Activating Token Index: 245

Text #8

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Max Act: 0.1951. Min Act: -0.0001

Data Index: 108085 (C4 (Web Text))

Max Activating Token Index: 432

Text #9

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Max Act: 0.1995. Min Act: -0.0001

Data Index: 795366 (C4 (Web Text))

Max Activating Token Index: 218

Text #10

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Data Index: 1261772 (C4 (Web Text))

Max Activating Token Index: 484

Text #11

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Max Act: 0.1798. Min Act: -0.0001

Data Index: 600089 (C4 (Web Text))

Max Activating Token Index: 613

Text #12

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Data Index: 130353 (C4 (Web Text))

Max Activating Token Index: 311

Text #13

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Data Index: 13763 (C4 (Web Text))

Max Activating Token Index: 781

Text #14

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Data Index: 327466 (C4 (Web Text))

Max Activating Token Index: 313

Text #15

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Data Index: 1110265 (C4 (Web Text))

Max Activating Token Index: 592

Text #16

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Data Index: 214576 (C4 (Web Text))

Max Activating Token Index: 584

Text #17

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Max Act: 0.1686. Min Act: -0.0000

Data Index: 539063 (C4 (Web Text))

Max Activating Token Index: 375

Text #18

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Max Act: 0.1826. Min Act: -0.0001

Data Index: 967433 (C4 (Web Text))

Max Activating Token Index: 850

Text #19

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Max Act: 0.1948. Min Act: -0.0001

Data Index: 149429 (C4 (Web Text))

Max Activating Token Index: 649