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

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

Neuron 2812 in Layer 3

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

Text #0

Max Range: 0.1024. Min Range: -0.1024

Max Act: 0.1024. Min Act: -0.0001

Data Index: 39689 (C4 (Web Text))

Max Activating Token Index: 534

Text #1

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Max Act: 0.0975. Min Act: -0.0001

Data Index: 681350 (C4 (Web Text))

Max Activating Token Index: 765

Text #2

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Max Act: 0.0815. Min Act: -0.0001

Data Index: 1296421 (C4 (Web Text))

Max Activating Token Index: 318

Text #3

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Max Act: 0.0913. Min Act: -0.0001

Data Index: 97147 (C4 (Web Text))

Max Activating Token Index: 545

Text #4

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Max Act: 0.0780. Min Act: -0.0001

Data Index: 435215 (C4 (Web Text))

Max Activating Token Index: 182

Text #5

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Max Act: 0.0814. Min Act: -0.0001

Data Index: 269257 (C4 (Web Text))

Max Activating Token Index: 1009

Text #6

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Data Index: 658962 (C4 (Web Text))

Max Activating Token Index: 362

Text #7

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Data Index: 488912 (C4 (Web Text))

Max Activating Token Index: 94

Text #8

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Data Index: 119180 (C4 (Web Text))

Max Activating Token Index: 481

Text #9

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Data Index: 664181 (C4 (Web Text))

Max Activating Token Index: 472

Text #10

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Data Index: 145259 (C4 (Web Text))

Max Activating Token Index: 311

Text #11

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Data Index: 981550 (C4 (Web Text))

Max Activating Token Index: 772

Text #12

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Data Index: 856768 (C4 (Web Text))

Max Activating Token Index: 980

Text #13

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Data Index: 326950 (C4 (Web Text))

Max Activating Token Index: 624

Text #14

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Data Index: 106211 (C4 (Web Text))

Max Activating Token Index: 162

Text #15

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Data Index: 352447 (C4 (Web Text))

Max Activating Token Index: 31

Text #16

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Data Index: 284310 (C4 (Web Text))

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Text #17

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Data Index: 1103237 (C4 (Web Text))

Max Activating Token Index: 174

Text #18

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Data Index: 84844 (C4 (Web Text))

Max Activating Token Index: 206

Text #19

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Data Index: 720276 (C4 (Web Text))

Max Activating Token Index: 82