Model: SoLU Model: 6 Layers, 3072 Neurons per Layer

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

Neuron 2001 in Layer 3

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-6l')

Text #0

Max Range: 1.1534. Min Range: -1.1534

Max Act: 1.1534. Min Act: -0.0001

Data Index: 30164 (C4 (Web Text))

Max Activating Token Index: 551

Text #1

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Max Act: 1.1470. Min Act: -0.0001

Data Index: 754464 (C4 (Web Text))

Max Activating Token Index: 937

Text #2

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Max Act: 1.0576. Min Act: -0.0001

Data Index: 620499 (C4 (Web Text))

Max Activating Token Index: 189

Text #3

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Max Act: 0.9515. Min Act: -0.0001

Data Index: 695530 (C4 (Web Text))

Max Activating Token Index: 852

Text #4

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Max Act: 0.8754. Min Act: -0.0001

Data Index: 307887 (C4 (Web Text))

Max Activating Token Index: 657

Text #5

Max Range: 1.1534. Min Range: -1.1534

Max Act: 0.9011. Min Act: -0.0001

Data Index: 1619244 (Python Code)

Max Activating Token Index: 168

Text #6

Max Range: 1.1534. Min Range: -1.1534

Max Act: 0.8996. Min Act: -0.0001

Data Index: 575472 (C4 (Web Text))

Max Activating Token Index: 103

Text #7

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Max Act: 0.9878. Min Act: -0.0001

Data Index: 866853 (C4 (Web Text))

Max Activating Token Index: 338

Text #8

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Max Act: 0.9499. Min Act: -0.0001

Data Index: 425743 (C4 (Web Text))

Max Activating Token Index: 920

Text #9

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Max Act: 0.8563. Min Act: -0.0001

Data Index: 593230 (C4 (Web Text))

Max Activating Token Index: 577

Text #10

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Max Act: 0.8797. Min Act: -0.0001

Data Index: 586427 (C4 (Web Text))

Max Activating Token Index: 294

Text #11

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Max Act: 0.8814. Min Act: -0.0001

Data Index: 1277654 (C4 (Web Text))

Max Activating Token Index: 558

Text #12

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Max Act: 0.8951. Min Act: -0.0001

Data Index: 79321 (C4 (Web Text))

Max Activating Token Index: 526

Text #13

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Max Act: 0.8264. Min Act: -0.0001

Data Index: 310683 (C4 (Web Text))

Max Activating Token Index: 333

Text #14

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Max Act: 0.8717. Min Act: -0.0001

Data Index: 529196 (C4 (Web Text))

Max Activating Token Index: 338

Text #15

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Max Act: 0.8829. Min Act: -0.0001

Data Index: 783785 (C4 (Web Text))

Max Activating Token Index: 260

Text #16

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Data Index: 1125163 (C4 (Web Text))

Max Activating Token Index: 634

Text #17

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Max Act: 0.8496. Min Act: -0.0001

Data Index: 753996 (C4 (Web Text))

Max Activating Token Index: 616

Text #18

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Max Act: 0.7506. Min Act: -0.0001

Data Index: 596218 (C4 (Web Text))

Max Activating Token Index: 253

Text #19

Max Range: 1.1534. Min Range: -1.1534

Max Act: 0.8273. Min Act: -0.0001

Data Index: 613584 (C4 (Web Text))

Max Activating Token Index: 567