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

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

Neuron 1068 in Layer 4

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

Text #0

Max Range: 1.0124. Min Range: -1.0124

Max Act: 1.0124. Min Act: -0.0001

Data Index: 391702 (C4 (Web Text))

Max Activating Token Index: 814

Text #1

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.7912. Min Act: -0.0001

Data Index: 1435094 (Python Code)

Max Activating Token Index: 236

Text #2

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.7451. Min Act: -0.0001

Data Index: 1472824 (Python Code)

Max Activating Token Index: 522

Text #3

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.6726. Min Act: -0.0001

Data Index: 1501652 (Python Code)

Max Activating Token Index: 509

Text #4

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.6143. Min Act: -0.0001

Data Index: 585188 (C4 (Web Text))

Max Activating Token Index: 373

Text #5

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.7005. Min Act: -0.0001

Data Index: 1598067 (Python Code)

Max Activating Token Index: 106

Text #6

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.6143. Min Act: -0.0001

Data Index: 1555437 (Python Code)

Max Activating Token Index: 898

Text #7

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.5340. Min Act: -0.0001

Data Index: 145931 (C4 (Web Text))

Max Activating Token Index: 200

Text #8

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Max Act: 0.6423. Min Act: -0.0001

Data Index: 1172034 (C4 (Web Text))

Max Activating Token Index: 964

Text #9

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.5931. Min Act: -0.0001

Data Index: 1607651 (Python Code)

Max Activating Token Index: 42

Text #10

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.6185. Min Act: -0.0001

Data Index: 1491982 (Python Code)

Max Activating Token Index: 254

Text #11

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.5113. Min Act: -0.0001

Data Index: 1300368 (C4 (Web Text))

Max Activating Token Index: 177

Text #12

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.6020. Min Act: -0.0001

Data Index: 1544995 (Python Code)

Max Activating Token Index: 505

Text #13

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Max Act: 0.6244. Min Act: -0.0001

Data Index: 1575179 (Python Code)

Max Activating Token Index: 573

Text #14

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.5050. Min Act: -0.0001

Data Index: 343959 (C4 (Web Text))

Max Activating Token Index: 635

Text #15

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.5283. Min Act: -0.0001

Data Index: 1632776 (Python Code)

Max Activating Token Index: 301

Text #16

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Max Act: 0.5415. Min Act: -0.0001

Data Index: 1536147 (Python Code)

Max Activating Token Index: 949

Text #17

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.7148. Min Act: -0.0001

Data Index: 1210905 (C4 (Web Text))

Max Activating Token Index: 153

Text #18

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.5621. Min Act: -0.0001

Data Index: 857557 (C4 (Web Text))

Max Activating Token Index: 582

Text #19

Max Range: 1.0124. Min Range: -1.0124

Max Act: 0.5212. Min Act: -0.0001

Data Index: 1496941 (Python Code)

Max Activating Token Index: 534