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

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

Neuron 3316 in Layer 5

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

Text #0

Max Range: 0.8417. Min Range: -0.8417

Max Act: 0.8417. Min Act: -0.0001

Data Index: 1455230 (Python Code)

Max Activating Token Index: 608

Text #1

Max Range: 0.8417. Min Range: -0.8417

Max Act: 0.8083. Min Act: -0.0001

Data Index: 705250 (C4 (Web Text))

Max Activating Token Index: 519

Text #2

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Max Act: 0.6726. Min Act: -0.0001

Data Index: 57600 (C4 (Web Text))

Max Activating Token Index: 229

Text #3

Max Range: 0.8417. Min Range: -0.8417

Max Act: 0.5720. Min Act: -0.0001

Data Index: 1423171 (Python Code)

Max Activating Token Index: 462

Text #4

Max Range: 0.8417. Min Range: -0.8417

Max Act: 0.5632. Min Act: -0.0001

Data Index: 1044238 (C4 (Web Text))

Max Activating Token Index: 427

Text #5

Max Range: 0.8417. Min Range: -0.8417

Max Act: 0.5248. Min Act: -0.0001

Data Index: 1056657 (C4 (Web Text))

Max Activating Token Index: 406

Text #6

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Max Act: 0.5393. Min Act: -0.0001

Data Index: 816743 (C4 (Web Text))

Max Activating Token Index: 221

Text #7

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Max Act: 0.4922. Min Act: -0.0001

Data Index: 1585648 (Python Code)

Max Activating Token Index: 625

Text #8

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Max Act: 0.4898. Min Act: -0.0001

Data Index: 1244977 (C4 (Web Text))

Max Activating Token Index: 47

Text #9

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Max Act: 0.4262. Min Act: -0.0001

Data Index: 1254821 (C4 (Web Text))

Max Activating Token Index: 831

Text #10

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Max Act: 0.4996. Min Act: -0.0001

Data Index: 832049 (C4 (Web Text))

Max Activating Token Index: 737

Text #11

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Data Index: 361169 (C4 (Web Text))

Max Activating Token Index: 336

Text #12

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Data Index: 816549 (C4 (Web Text))

Max Activating Token Index: 914

Text #13

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Max Act: 0.4813. Min Act: -0.0001

Data Index: 226476 (C4 (Web Text))

Max Activating Token Index: 104

Text #14

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Max Act: 0.4071. Min Act: -0.0001

Data Index: 629185 (C4 (Web Text))

Max Activating Token Index: 503

Text #15

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Max Act: 0.4132. Min Act: -0.0001

Data Index: 1283180 (C4 (Web Text))

Max Activating Token Index: 472

Text #16

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Data Index: 166552 (C4 (Web Text))

Max Activating Token Index: 61

Text #17

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Max Act: 0.4123. Min Act: -0.0001

Data Index: 746429 (C4 (Web Text))

Max Activating Token Index: 805

Text #18

Max Range: 0.8417. Min Range: -0.8417

Max Act: 0.4116. Min Act: -0.0001

Data Index: 737759 (C4 (Web Text))

Max Activating Token Index: 209

Text #19

Max Range: 0.8417. Min Range: -0.8417

Max Act: 0.4125. Min Act: -0.0001

Data Index: 1337357 (C4 (Web Text))

Max Activating Token Index: 120