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

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

Neuron 2061 in Layer 1

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

Text #0

Max Range: 0.1122. Min Range: -0.1122

Max Act: 0.1118. Min Act: -0.0003

Data Index: 804542 (C4 (Web Text))

Max Activating Token Index: 37

Text #1

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Max Act: 0.1061. Min Act: -0.0003

Data Index: 919480 (C4 (Web Text))

Max Activating Token Index: 555

Text #2

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Max Act: 0.1096. Min Act: -0.0003

Data Index: 1026434 (C4 (Web Text))

Max Activating Token Index: 639

Text #3

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Max Act: 0.1057. Min Act: -0.0003

Data Index: 765382 (C4 (Web Text))

Max Activating Token Index: 445

Text #4

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Max Act: 0.1083. Min Act: -0.0003

Data Index: 444811 (C4 (Web Text))

Max Activating Token Index: 661

Text #5

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Max Act: 0.0970. Min Act: -0.0003

Data Index: 812589 (C4 (Web Text))

Max Activating Token Index: 638

Text #6

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Max Act: 0.0963. Min Act: -0.0003

Data Index: 171725 (C4 (Web Text))

Max Activating Token Index: 572

Text #7

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Max Act: 0.1047. Min Act: -0.0003

Data Index: 325099 (C4 (Web Text))

Max Activating Token Index: 509

Text #8

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Max Act: 0.1088. Min Act: -0.0003

Data Index: 142090 (C4 (Web Text))

Max Activating Token Index: 306

Text #9

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Max Act: 0.1001. Min Act: -0.0003

Data Index: 798981 (C4 (Web Text))

Max Activating Token Index: 752

Text #10

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Max Act: 0.1122. Min Act: -0.0003

Data Index: 768177 (C4 (Web Text))

Max Activating Token Index: 453

Text #11

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Data Index: 1163672 (C4 (Web Text))

Max Activating Token Index: 690

Text #12

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Data Index: 976977 (C4 (Web Text))

Max Activating Token Index: 281

Text #13

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Max Act: 0.1075. Min Act: -0.0003

Data Index: 640414 (C4 (Web Text))

Max Activating Token Index: 531

Text #14

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Data Index: 685160 (C4 (Web Text))

Max Activating Token Index: 670

Text #15

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Data Index: 38818 (C4 (Web Text))

Max Activating Token Index: 387

Text #16

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Data Index: 201919 (C4 (Web Text))

Max Activating Token Index: 527

Text #17

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Data Index: 367050 (C4 (Web Text))

Max Activating Token Index: 573

Text #18

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Data Index: 893115 (C4 (Web Text))

Max Activating Token Index: 641

Text #19

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Max Act: 0.1058. Min Act: -0.0003

Data Index: 253280 (C4 (Web Text))

Max Activating Token Index: 445