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

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

Neuron 3710 in Layer 2

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

Text #0

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.3101. Min Act: -0.0001

Data Index: 586967 (C4 (Web Text))

Max Activating Token Index: 8

Text #1

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.1049. Min Act: -0.0001

Data Index: 1351336 (C4 (Web Text))

Max Activating Token Index: 36

Text #2

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0946. Min Act: -0.0001

Data Index: 270480 (C4 (Web Text))

Max Activating Token Index: 18

Text #3

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.1568. Min Act: -0.0001

Data Index: 1638530 (Python Code)

Max Activating Token Index: 256

Text #4

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0789. Min Act: -0.0001

Data Index: 1424579 (Python Code)

Max Activating Token Index: 157

Text #5

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0712. Min Act: -0.0001

Data Index: 1577836 (Python Code)

Max Activating Token Index: 537

Text #6

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0225. Min Act: -0.0001

Data Index: 1584632 (Python Code)

Max Activating Token Index: 112

Text #7

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0622. Min Act: -0.0001

Data Index: 1591111 (Python Code)

Max Activating Token Index: 664

Text #8

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0345. Min Act: -0.0001

Data Index: 1365348 (Python Code)

Max Activating Token Index: 903

Text #9

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0338. Min Act: -0.0001

Data Index: 1650515 (Python Code)

Max Activating Token Index: 119

Text #10

Max Range: 1.3101. Min Range: -1.3101

Max Act: 0.9753. Min Act: -0.0001

Data Index: 1548858 (Python Code)

Max Activating Token Index: 489

Text #11

Max Range: 1.3101. Min Range: -1.3101

Max Act: 0.9415. Min Act: -0.0001

Data Index: 1477438 (Python Code)

Max Activating Token Index: 618

Text #12

Max Range: 1.3101. Min Range: -1.3101

Max Act: 0.9975. Min Act: -0.0001

Data Index: 1581049 (Python Code)

Max Activating Token Index: 274

Text #13

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0333. Min Act: -0.0001

Data Index: 1064014 (C4 (Web Text))

Max Activating Token Index: 9

Text #14

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0484. Min Act: -0.0001

Data Index: 1593234 (Python Code)

Max Activating Token Index: 157

Text #15

Max Range: 1.3101. Min Range: -1.3101

Max Act: 0.9227. Min Act: -0.0001

Data Index: 1588747 (Python Code)

Max Activating Token Index: 624

Text #16

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0150. Min Act: -0.0001

Data Index: 1424385 (Python Code)

Max Activating Token Index: 625

Text #17

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0335. Min Act: -0.0001

Data Index: 1383890 (Python Code)

Max Activating Token Index: 875

Text #18

Max Range: 1.3101. Min Range: -1.3101

Max Act: 1.0280. Min Act: -0.0001

Data Index: 1641580 (Python Code)

Max Activating Token Index: 463

Text #19

Max Range: 1.3101. Min Range: -1.3101

Max Act: 0.9690. Min Act: -0.0001

Data Index: 1548194 (Python Code)

Max Activating Token Index: 889