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

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

Neuron 4456 in Layer 1

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

Text #0

Max Range: 0.0458. Min Range: -0.0458

Max Act: 0.0458. Min Act: -0.0003

Data Index: 168471 (C4 (Web Text))

Max Activating Token Index: 209

Text #1

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Max Act: 0.0426. Min Act: -0.0003

Data Index: 351534 (C4 (Web Text))

Max Activating Token Index: 241

Text #2

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Max Act: 0.0430. Min Act: -0.0003

Data Index: 445179 (C4 (Web Text))

Max Activating Token Index: 553

Text #3

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Max Act: 0.0410. Min Act: -0.0003

Data Index: 6056 (C4 (Web Text))

Max Activating Token Index: 364

Text #4

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Max Act: 0.0369. Min Act: -0.0003

Data Index: 257844 (C4 (Web Text))

Max Activating Token Index: 353

Text #5

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Max Act: 0.0372. Min Act: -0.0003

Data Index: 146724 (C4 (Web Text))

Max Activating Token Index: 409

Text #6

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Max Act: 0.0374. Min Act: -0.0003

Data Index: 489016 (C4 (Web Text))

Max Activating Token Index: 295

Text #7

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Data Index: 410389 (C4 (Web Text))

Max Activating Token Index: 942

Text #8

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Data Index: 528232 (C4 (Web Text))

Max Activating Token Index: 617

Text #9

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Data Index: 1324296 (C4 (Web Text))

Max Activating Token Index: 421

Text #10

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Max Activating Token Index: 533

Text #11

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Data Index: 11355 (C4 (Web Text))

Max Activating Token Index: 368

Text #12

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Data Index: 202383 (C4 (Web Text))

Max Activating Token Index: 480

Text #13

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Data Index: 1054863 (C4 (Web Text))

Max Activating Token Index: 53

Text #14

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Data Index: 744746 (C4 (Web Text))

Max Activating Token Index: 300

Text #15

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Max Activating Token Index: 56

Text #16

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Max Activating Token Index: 657

Text #17

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Max Activating Token Index: 155

Text #18

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Data Index: 1062779 (C4 (Web Text))

Max Activating Token Index: 410

Text #19

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Max Act: 0.0325. Min Act: -0.0003

Data Index: 949804 (C4 (Web Text))

Max Activating Token Index: 437