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

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

Neuron 160 in Layer 1

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

Text #0

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0106. Min Act: -0.0003

Data Index: 463143 (C4 (Web Text))

Max Activating Token Index: 40

Text #1

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0105. Min Act: -0.0003

Data Index: 1505427 (Python Code)

Max Activating Token Index: 776

Text #2

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0109. Min Act: -0.0003

Data Index: 633846 (C4 (Web Text))

Max Activating Token Index: 686

Text #3

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0099. Min Act: -0.0003

Data Index: 1310325 (C4 (Web Text))

Max Activating Token Index: 179

Text #4

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0094. Min Act: -0.0003

Data Index: 1297265 (C4 (Web Text))

Max Activating Token Index: 372

Text #5

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0096. Min Act: -0.0003

Data Index: 113193 (C4 (Web Text))

Max Activating Token Index: 4

Text #6

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0097. Min Act: -0.0003

Data Index: 248150 (C4 (Web Text))

Max Activating Token Index: 233

Text #7

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0090. Min Act: -0.0003

Data Index: 667025 (C4 (Web Text))

Max Activating Token Index: 452

Text #8

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0087. Min Act: -0.0003

Data Index: 55808 (C4 (Web Text))

Max Activating Token Index: 97

Text #9

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0090. Min Act: -0.0003

Data Index: 854019 (C4 (Web Text))

Max Activating Token Index: 863

Text #10

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0094. Min Act: -0.0003

Data Index: 109519 (C4 (Web Text))

Max Activating Token Index: 946

Text #11

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Max Act: 0.0092. Min Act: -0.0003

Data Index: 1368949 (Python Code)

Max Activating Token Index: 129

Text #12

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Max Act: 0.0092. Min Act: -0.0003

Data Index: 295713 (C4 (Web Text))

Max Activating Token Index: 3

Text #13

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0090. Min Act: -0.0003

Data Index: 661693 (C4 (Web Text))

Max Activating Token Index: 818

Text #14

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0090. Min Act: -0.0003

Data Index: 1168214 (C4 (Web Text))

Max Activating Token Index: 453

Text #15

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0094. Min Act: -0.0003

Data Index: 688104 (C4 (Web Text))

Max Activating Token Index: 174

Text #16

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Max Act: 0.0088. Min Act: -0.0003

Data Index: 618609 (C4 (Web Text))

Max Activating Token Index: 624

Text #17

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0102. Min Act: -0.0003

Data Index: 771065 (C4 (Web Text))

Max Activating Token Index: 532

Text #18

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0091. Min Act: -0.0003

Data Index: 928798 (C4 (Web Text))

Max Activating Token Index: 168

Text #19

Max Range: 0.0109. Min Range: -0.0109

Max Act: 0.0087. Min Act: -0.0003

Data Index: 90901 (C4 (Web Text))

Max Activating Token Index: 744