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

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

Neuron 6 in Layer 1

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

Text #0

Max Range: 0.0101. Min Range: -0.0101

Max Act: 0.0101. Min Act: -0.0003

Data Index: 171871 (C4 (Web Text))

Max Activating Token Index: 54

Text #1

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Max Act: 0.0090. Min Act: -0.0003

Data Index: 705087 (C4 (Web Text))

Max Activating Token Index: 18

Text #2

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Max Act: 0.0084. Min Act: -0.0003

Data Index: 1252111 (C4 (Web Text))

Max Activating Token Index: 10

Text #3

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Max Act: 0.0083. Min Act: -0.0003

Data Index: 1345147 (C4 (Web Text))

Max Activating Token Index: 1023

Text #4

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Max Act: 0.0082. Min Act: -0.0004

Data Index: 109865 (C4 (Web Text))

Max Activating Token Index: 28

Text #5

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Max Act: 0.0075. Min Act: -0.0003

Data Index: 1224156 (C4 (Web Text))

Max Activating Token Index: 11

Text #6

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Max Act: 0.0078. Min Act: -0.0003

Data Index: 1078785 (C4 (Web Text))

Max Activating Token Index: 16

Text #7

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Data Index: 276136 (C4 (Web Text))

Max Activating Token Index: 14

Text #8

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Data Index: 1251243 (C4 (Web Text))

Max Activating Token Index: 11

Text #9

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Max Act: 0.0074. Min Act: -0.0003

Data Index: 1029687 (C4 (Web Text))

Max Activating Token Index: 29

Text #10

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Data Index: 786943 (C4 (Web Text))

Max Activating Token Index: 48

Text #11

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Data Index: 934211 (C4 (Web Text))

Max Activating Token Index: 15

Text #12

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Data Index: 1064597 (C4 (Web Text))

Max Activating Token Index: 19

Text #13

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Data Index: 505535 (C4 (Web Text))

Max Activating Token Index: 39

Text #14

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Data Index: 875410 (C4 (Web Text))

Max Activating Token Index: 26

Text #15

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Data Index: 610544 (C4 (Web Text))

Max Activating Token Index: 15

Text #16

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Data Index: 651646 (C4 (Web Text))

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Text #17

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Data Index: 226200 (C4 (Web Text))

Max Activating Token Index: 19

Text #18

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Data Index: 337421 (C4 (Web Text))

Max Activating Token Index: 12

Text #19

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Max Act: 0.0070. Min Act: -0.0003

Data Index: 453975 (C4 (Web Text))

Max Activating Token Index: 30