Model: SoLU Model: 2 Layers, 2048 Neurons per Layer

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

Neuron 1400 in Layer 1

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-2l')

Text #0

Max Range: 0.0492. Min Range: -0.0492

Max Act: 0.0489. Min Act: -0.0003

Data Index: 985308 (C4 (Web Text))

Max Activating Token Index: 903

Text #1

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Max Act: 0.0492. Min Act: -0.0003

Data Index: 613874 (C4 (Web Text))

Max Activating Token Index: 72

Text #2

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Max Act: 0.0470. Min Act: -0.0002

Data Index: 293707 (C4 (Web Text))

Max Activating Token Index: 1013

Text #3

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Max Act: 0.0454. Min Act: -0.0003

Data Index: 579881 (C4 (Web Text))

Max Activating Token Index: 562

Text #4

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Max Act: 0.0435. Min Act: -0.0003

Data Index: 1358243 (C4 (Web Text))

Max Activating Token Index: 170

Text #5

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Max Act: 0.0439. Min Act: -0.0003

Data Index: 736787 (C4 (Web Text))

Max Activating Token Index: 198

Text #6

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Max Act: 0.0427. Min Act: -0.0003

Data Index: 137722 (C4 (Web Text))

Max Activating Token Index: 638

Text #7

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Data Index: 51908 (C4 (Web Text))

Max Activating Token Index: 1022

Text #8

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Max Act: 0.0415. Min Act: -0.0004

Data Index: 364374 (C4 (Web Text))

Max Activating Token Index: 486

Text #9

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Data Index: 93731 (C4 (Web Text))

Max Activating Token Index: 124

Text #10

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Data Index: 846734 (C4 (Web Text))

Max Activating Token Index: 758

Text #11

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Data Index: 1120909 (C4 (Web Text))

Max Activating Token Index: 282

Text #12

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Data Index: 224919 (C4 (Web Text))

Max Activating Token Index: 583

Text #13

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Data Index: 1187250 (C4 (Web Text))

Max Activating Token Index: 415

Text #14

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Data Index: 1164546 (C4 (Web Text))

Max Activating Token Index: 389

Text #15

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Data Index: 408664 (C4 (Web Text))

Max Activating Token Index: 594

Text #16

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Data Index: 893920 (C4 (Web Text))

Max Activating Token Index: 190

Text #17

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Data Index: 980145 (C4 (Web Text))

Max Activating Token Index: 977

Text #18

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Data Index: 1019473 (C4 (Web Text))

Max Activating Token Index: 620

Text #19

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Max Act: 0.0393. Min Act: -0.0004

Data Index: 755954 (C4 (Web Text))

Max Activating Token Index: 84