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

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

Neuron 256 in Layer 6

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

Text #0

Max Range: 0.5263. Min Range: -0.5263

Max Act: 0.5263. Min Act: -0.0000

Data Index: 993374 (C4 (Web Text))

Max Activating Token Index: 477

Text #1

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Max Act: 0.4651. Min Act: -0.0001

Data Index: 1538893 (Python Code)

Max Activating Token Index: 145

Text #2

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Max Act: 0.4964. Min Act: -0.0001

Data Index: 1553323 (Python Code)

Max Activating Token Index: 38

Text #3

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Max Act: 0.4556. Min Act: -0.0001

Data Index: 1370608 (Python Code)

Max Activating Token Index: 29

Text #4

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Max Act: 0.4533. Min Act: -0.0001

Data Index: 1400336 (Python Code)

Max Activating Token Index: 361

Text #5

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Max Act: 0.4380. Min Act: -0.0001

Data Index: 1557223 (Python Code)

Max Activating Token Index: 439

Text #6

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Max Act: 0.4389. Min Act: -0.0001

Data Index: 1626404 (Python Code)

Max Activating Token Index: 75

Text #7

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Max Act: 0.4650. Min Act: -0.0001

Data Index: 1646135 (Python Code)

Max Activating Token Index: 141

Text #8

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Max Act: 0.4220. Min Act: -0.0001

Data Index: 1521259 (Python Code)

Max Activating Token Index: 245

Text #9

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Max Act: 0.4209. Min Act: -0.0001

Data Index: 1642910 (Python Code)

Max Activating Token Index: 515

Text #10

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Max Act: 0.4126. Min Act: -0.0001

Data Index: 1417822 (Python Code)

Max Activating Token Index: 48

Text #11

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Max Act: 0.3943. Min Act: -0.0001

Data Index: 1623495 (Python Code)

Max Activating Token Index: 108

Text #12

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Max Act: 0.3823. Min Act: -0.0001

Data Index: 1469319 (Python Code)

Max Activating Token Index: 74

Text #13

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Max Act: 0.4198. Min Act: -0.0001

Data Index: 1562411 (Python Code)

Max Activating Token Index: 137

Text #14

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Max Act: 0.4047. Min Act: -0.0001

Data Index: 1360884 (Python Code)

Max Activating Token Index: 842

Text #15

Max Range: 0.5263. Min Range: -0.5263

Max Act: 0.4148. Min Act: -0.0000

Data Index: 1649566 (Python Code)

Max Activating Token Index: 681

Text #16

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Max Act: 0.3942. Min Act: -0.0001

Data Index: 1385314 (Python Code)

Max Activating Token Index: 760

Text #17

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Data Index: 1515597 (Python Code)

Max Activating Token Index: 71

Text #18

Max Range: 0.5263. Min Range: -0.5263

Max Act: 0.3813. Min Act: -0.0000

Data Index: 662091 (C4 (Web Text))

Max Activating Token Index: 267

Text #19

Max Range: 0.5263. Min Range: -0.5263

Max Act: 0.4098. Min Act: -0.0000

Data Index: 290256 (C4 (Web Text))

Max Activating Token Index: 189