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

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

Neuron 3831 in Layer 5

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

Text #0

Max Range: 0.2403. Min Range: -0.2403

Max Act: 0.2403. Min Act: -0.0000

Data Index: 621622 (C4 (Web Text))

Max Activating Token Index: 417

Text #1

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Max Act: 0.2362. Min Act: -0.0001

Data Index: 1164487 (C4 (Web Text))

Max Activating Token Index: 586

Text #2

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Max Act: 0.2210. Min Act: -0.0001

Data Index: 628121 (C4 (Web Text))

Max Activating Token Index: 557

Text #3

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Max Act: 0.2078. Min Act: -0.0001

Data Index: 862023 (C4 (Web Text))

Max Activating Token Index: 839

Text #4

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Max Act: 0.2087. Min Act: -0.0000

Data Index: 381642 (C4 (Web Text))

Max Activating Token Index: 330

Text #5

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Max Act: 0.2135. Min Act: -0.0000

Data Index: 1039798 (C4 (Web Text))

Max Activating Token Index: 210

Text #6

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Data Index: 82445 (C4 (Web Text))

Max Activating Token Index: 840

Text #7

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Data Index: 353802 (C4 (Web Text))

Max Activating Token Index: 593

Text #8

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Data Index: 1189562 (C4 (Web Text))

Max Activating Token Index: 347

Text #9

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Data Index: 873709 (C4 (Web Text))

Max Activating Token Index: 571

Text #10

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Data Index: 206590 (C4 (Web Text))

Max Activating Token Index: 254

Text #11

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Data Index: 809256 (C4 (Web Text))

Max Activating Token Index: 778

Text #12

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Data Index: 84373 (C4 (Web Text))

Max Activating Token Index: 521

Text #13

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Data Index: 1337222 (C4 (Web Text))

Max Activating Token Index: 548

Text #14

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Max Act: 0.1984. Min Act: -0.0001

Data Index: 218217 (C4 (Web Text))

Max Activating Token Index: 308

Text #15

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Data Index: 368420 (C4 (Web Text))

Max Activating Token Index: 694

Text #16

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Data Index: 844009 (C4 (Web Text))

Max Activating Token Index: 693

Text #17

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Data Index: 539941 (C4 (Web Text))

Max Activating Token Index: 274

Text #18

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Data Index: 770153 (C4 (Web Text))

Max Activating Token Index: 700

Text #19

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Max Act: 0.1944. Min Act: -0.0000

Data Index: 858458 (C4 (Web Text))

Max Activating Token Index: 288