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

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

Neuron 3455 in Layer 1

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

Text #0

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0240. Min Act: -0.0003

Data Index: 1370384 (Python Code)

Max Activating Token Index: 450

Text #1

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0214. Min Act: -0.0003

Data Index: 138329 (C4 (Web Text))

Max Activating Token Index: 677

Text #2

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0222. Min Act: -0.0003

Data Index: 894933 (C4 (Web Text))

Max Activating Token Index: 983

Text #3

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0218. Min Act: -0.0003

Data Index: 421284 (C4 (Web Text))

Max Activating Token Index: 50

Text #4

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0214. Min Act: -0.0003

Data Index: 1633853 (Python Code)

Max Activating Token Index: 665

Text #5

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0210. Min Act: -0.0003

Data Index: 1048766 (C4 (Web Text))

Max Activating Token Index: 53

Text #6

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0204. Min Act: -0.0003

Data Index: 1622173 (Python Code)

Max Activating Token Index: 210

Text #7

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0212. Min Act: -0.0003

Data Index: 1437027 (Python Code)

Max Activating Token Index: 58

Text #8

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0213. Min Act: -0.0003

Data Index: 1365659 (Python Code)

Max Activating Token Index: 121

Text #9

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0209. Min Act: -0.0003

Data Index: 1514923 (Python Code)

Max Activating Token Index: 51

Text #10

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0206. Min Act: -0.0003

Data Index: 1466821 (Python Code)

Max Activating Token Index: 58

Text #11

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0211. Min Act: -0.0003

Data Index: 1542103 (Python Code)

Max Activating Token Index: 686

Text #12

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0203. Min Act: -0.0003

Data Index: 1655006 (Python Code)

Max Activating Token Index: 779

Text #13

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0215. Min Act: -0.0003

Data Index: 1032049 (C4 (Web Text))

Max Activating Token Index: 671

Text #14

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0200. Min Act: -0.0003

Data Index: 1425543 (Python Code)

Max Activating Token Index: 339

Text #15

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0194. Min Act: -0.0003

Data Index: 818357 (C4 (Web Text))

Max Activating Token Index: 342

Text #16

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0197. Min Act: -0.0002

Data Index: 1626863 (Python Code)

Max Activating Token Index: 151

Text #17

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0199. Min Act: -0.0003

Data Index: 498426 (C4 (Web Text))

Max Activating Token Index: 303

Text #18

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0194. Min Act: -0.0003

Data Index: 1434085 (Python Code)

Max Activating Token Index: 80

Text #19

Max Range: 0.0240. Min Range: -0.0240

Max Act: 0.0195. Min Act: -0.0003

Data Index: 1466942 (Python Code)

Max Activating Token Index: 25