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

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

Neuron 2713 in Layer 7

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

Text #0

Max Range: 1.1005. Min Range: -1.1005

Max Act: 1.1005. Min Act: -0.0000

Data Index: 330008 (C4 (Web Text))

Max Activating Token Index: 725

Text #1

Max Range: 1.1005. Min Range: -1.1005

Max Act: 1.0735. Min Act: -0.0000

Data Index: 1488843 (Python Code)

Max Activating Token Index: 234

Text #2

Max Range: 1.1005. Min Range: -1.1005

Max Act: 1.0595. Min Act: -0.0000

Data Index: 1352137 (C4 (Web Text))

Max Activating Token Index: 875

Text #3

Max Range: 1.1005. Min Range: -1.1005

Max Act: 1.0450. Min Act: -0.0000

Data Index: 316735 (C4 (Web Text))

Max Activating Token Index: 46

Text #4

Max Range: 1.1005. Min Range: -1.1005

Max Act: 1.0199. Min Act: -0.0000

Data Index: 566808 (C4 (Web Text))

Max Activating Token Index: 41

Text #5

Max Range: 1.1005. Min Range: -1.1005

Max Act: 1.0362. Min Act: -0.0000

Data Index: 1493370 (Python Code)

Max Activating Token Index: 922

Text #6

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9967. Min Act: -0.0000

Data Index: 1112159 (C4 (Web Text))

Max Activating Token Index: 407

Text #7

Max Range: 1.1005. Min Range: -1.1005

Max Act: 1.0539. Min Act: -0.0000

Data Index: 1602731 (Python Code)

Max Activating Token Index: 93

Text #8

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9929. Min Act: -0.0000

Data Index: 1078233 (C4 (Web Text))

Max Activating Token Index: 775

Text #9

Max Range: 1.1005. Min Range: -1.1005

Max Act: 1.0191. Min Act: -0.0000

Data Index: 55707 (C4 (Web Text))

Max Activating Token Index: 886

Text #10

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9399. Min Act: -0.0000

Data Index: 626489 (C4 (Web Text))

Max Activating Token Index: 780

Text #11

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9990. Min Act: -0.0000

Data Index: 1085931 (C4 (Web Text))

Max Activating Token Index: 375

Text #12

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9929. Min Act: -0.0000

Data Index: 730489 (C4 (Web Text))

Max Activating Token Index: 512

Text #13

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9624. Min Act: -0.0000

Data Index: 345109 (C4 (Web Text))

Max Activating Token Index: 868

Text #14

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9873. Min Act: -0.0000

Data Index: 1639969 (Python Code)

Max Activating Token Index: 189

Text #15

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9168. Min Act: -0.0000

Data Index: 979463 (C4 (Web Text))

Max Activating Token Index: 633

Text #16

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9241. Min Act: -0.0000

Data Index: 1256547 (C4 (Web Text))

Max Activating Token Index: 693

Text #17

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9455. Min Act: -0.0000

Data Index: 1138219 (C4 (Web Text))

Max Activating Token Index: 649

Text #18

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9770. Min Act: -0.0000

Data Index: 1346186 (C4 (Web Text))

Max Activating Token Index: 634

Text #19

Max Range: 1.1005. Min Range: -1.1005

Max Act: 0.9406. Min Act: -0.0000

Data Index: 41306 (C4 (Web Text))

Max Activating Token Index: 592