Model: SoLU Model: 10 Layers, 5120 Neurons per Layer

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

Neuron 3500 in Layer 2

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-10l')

Text #0

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Max Act: 0.0692. Min Act: -0.0002

Data Index: 569002 (C4 (Web Text))

Max Activating Token Index: 134

Text #1

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Max Act: 0.0627. Min Act: -0.0002

Data Index: 335080 (C4 (Web Text))

Max Activating Token Index: 282

Text #2

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Max Act: 0.0611. Min Act: -0.0002

Data Index: 1057738 (C4 (Web Text))

Max Activating Token Index: 350

Text #3

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Max Act: 0.0617. Min Act: -0.0002

Data Index: 1293483 (C4 (Web Text))

Max Activating Token Index: 605

Text #4

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Max Act: 0.0545. Min Act: -0.0002

Data Index: 1149611 (C4 (Web Text))

Max Activating Token Index: 247

Text #5

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Max Act: 0.0549. Min Act: -0.0002

Data Index: 1137839 (C4 (Web Text))

Max Activating Token Index: 133

Text #6

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Max Act: 0.0550. Min Act: -0.0002

Data Index: 1206908 (C4 (Web Text))

Max Activating Token Index: 116

Text #7

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Data Index: 674911 (C4 (Web Text))

Max Activating Token Index: 427

Text #8

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Data Index: 356373 (C4 (Web Text))

Max Activating Token Index: 391

Text #9

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Data Index: 1006325 (C4 (Web Text))

Max Activating Token Index: 456

Text #10

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Max Activating Token Index: 6

Text #11

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Data Index: 259314 (C4 (Web Text))

Max Activating Token Index: 290

Text #12

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Data Index: 623081 (C4 (Web Text))

Max Activating Token Index: 98

Text #13

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Max Act: 0.0520. Min Act: -0.0002

Data Index: 640756 (C4 (Web Text))

Max Activating Token Index: 989

Text #14

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Data Index: 994532 (C4 (Web Text))

Max Activating Token Index: 18

Text #15

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Data Index: 3060 (C4 (Web Text))

Max Activating Token Index: 999

Text #16

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Max Activating Token Index: 12

Text #17

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Data Index: 218620 (C4 (Web Text))

Max Activating Token Index: 330

Text #18

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Data Index: 662753 (C4 (Web Text))

Max Activating Token Index: 523

Text #19

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Max Act: 0.0533. Min Act: -0.0002

Data Index: 317157 (C4 (Web Text))

Max Activating Token Index: 929