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

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

Neuron 5 in Layer 1

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

Text #0

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0117. Min Act: -0.0003

Data Index: 1573 (C4 (Web Text))

Max Activating Token Index: 613

Text #1

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Max Act: 0.0123. Min Act: -0.0003

Data Index: 549830 (C4 (Web Text))

Max Activating Token Index: 749

Text #2

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0116. Min Act: -0.0003

Data Index: 1629143 (Python Code)

Max Activating Token Index: 896

Text #3

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0117. Min Act: -0.0003

Data Index: 1119989 (C4 (Web Text))

Max Activating Token Index: 21

Text #4

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0109. Min Act: -0.0003

Data Index: 1387271 (Python Code)

Max Activating Token Index: 155

Text #5

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Max Act: 0.0112. Min Act: -0.0003

Data Index: 1428339 (Python Code)

Max Activating Token Index: 808

Text #6

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0103. Min Act: -0.0003

Data Index: 244679 (C4 (Web Text))

Max Activating Token Index: 33

Text #7

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Max Act: 0.0099. Min Act: -0.0003

Data Index: 157140 (C4 (Web Text))

Max Activating Token Index: 578

Text #8

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Max Act: 0.0100. Min Act: -0.0003

Data Index: 1484327 (Python Code)

Max Activating Token Index: 569

Text #9

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Max Act: 0.0087. Min Act: -0.0003

Data Index: 555 (C4 (Web Text))

Max Activating Token Index: 345

Text #10

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0087. Min Act: -0.0003

Data Index: 256529 (C4 (Web Text))

Max Activating Token Index: 755

Text #11

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Max Act: 0.0102. Min Act: -0.0003

Data Index: 1101043 (C4 (Web Text))

Max Activating Token Index: 895

Text #12

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Max Act: 0.0092. Min Act: -0.0003

Data Index: 639362 (C4 (Web Text))

Max Activating Token Index: 421

Text #13

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Max Act: 0.0097. Min Act: -0.0003

Data Index: 1385296 (Python Code)

Max Activating Token Index: 782

Text #14

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Max Act: 0.0098. Min Act: -0.0003

Data Index: 1393811 (Python Code)

Max Activating Token Index: 500

Text #15

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0095. Min Act: -0.0003

Data Index: 1570241 (Python Code)

Max Activating Token Index: 677

Text #16

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0090. Min Act: -0.0003

Data Index: 1597060 (Python Code)

Max Activating Token Index: 755

Text #17

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0097. Min Act: -0.0003

Data Index: 826752 (C4 (Web Text))

Max Activating Token Index: 430

Text #18

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0094. Min Act: -0.0003

Data Index: 1436255 (Python Code)

Max Activating Token Index: 781

Text #19

Max Range: 0.0123. Min Range: -0.0123

Max Act: 0.0095. Min Act: -0.0003

Data Index: 1541132 (Python Code)

Max Activating Token Index: 501