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

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

Neuron 3200 in Layer 3

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

Text #0

Max Range: 0.2240. Min Range: -0.2240

Max Act: 0.2117. Min Act: -0.0001

Data Index: 629948 (C4 (Web Text))

Max Activating Token Index: 165

Text #1

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Max Act: 0.2240. Min Act: -0.0001

Data Index: 615899 (C4 (Web Text))

Max Activating Token Index: 1017

Text #2

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Max Act: 0.1967. Min Act: -0.0001

Data Index: 1177446 (C4 (Web Text))

Max Activating Token Index: 426

Text #3

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Max Act: 0.1621. Min Act: -0.0001

Data Index: 95911 (C4 (Web Text))

Max Activating Token Index: 223

Text #4

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Max Act: 0.1714. Min Act: -0.0001

Data Index: 545600 (C4 (Web Text))

Max Activating Token Index: 427

Text #5

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Data Index: 286632 (C4 (Web Text))

Max Activating Token Index: 49

Text #6

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Data Index: 364657 (C4 (Web Text))

Max Activating Token Index: 863

Text #7

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Max Activating Token Index: 341

Text #8

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Data Index: 551896 (C4 (Web Text))

Max Activating Token Index: 411

Text #9

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Data Index: 181618 (C4 (Web Text))

Max Activating Token Index: 353

Text #10

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Data Index: 347668 (C4 (Web Text))

Max Activating Token Index: 911

Text #11

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Data Index: 1257564 (C4 (Web Text))

Max Activating Token Index: 478

Text #12

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Data Index: 638483 (C4 (Web Text))

Max Activating Token Index: 295

Text #13

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Data Index: 667933 (C4 (Web Text))

Max Activating Token Index: 458

Text #14

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Data Index: 893081 (C4 (Web Text))

Max Activating Token Index: 42

Text #15

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Max Activating Token Index: 624

Text #16

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Max Activating Token Index: 929

Text #17

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Max Activating Token Index: 600

Text #18

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Data Index: 546915 (C4 (Web Text))

Max Activating Token Index: 818

Text #19

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Data Index: 1080887 (C4 (Web Text))

Max Activating Token Index: 790