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

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

Neuron 3457 in Layer 4

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

Text #0

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0722. Min Act: -0.0001

Data Index: 184943 (C4 (Web Text))

Max Activating Token Index: 201

Text #1

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0677. Min Act: -0.0001

Data Index: 218905 (C4 (Web Text))

Max Activating Token Index: 735

Text #2

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0691. Min Act: -0.0001

Data Index: 1521607 (Python Code)

Max Activating Token Index: 851

Text #3

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0683. Min Act: -0.0001

Data Index: 1503564 (Python Code)

Max Activating Token Index: 767

Text #4

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0647. Min Act: -0.0001

Data Index: 102936 (C4 (Web Text))

Max Activating Token Index: 540

Text #5

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0636. Min Act: -0.0001

Data Index: 1495438 (Python Code)

Max Activating Token Index: 882

Text #6

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0588. Min Act: -0.0001

Data Index: 1627536 (Python Code)

Max Activating Token Index: 551

Text #7

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0583. Min Act: -0.0001

Data Index: 1563077 (Python Code)

Max Activating Token Index: 798

Text #8

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Max Act: 0.0605. Min Act: -0.0001

Data Index: 1397085 (Python Code)

Max Activating Token Index: 375

Text #9

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0565. Min Act: -0.0001

Data Index: 1188186 (C4 (Web Text))

Max Activating Token Index: 744

Text #10

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0572. Min Act: -0.0001

Data Index: 762285 (C4 (Web Text))

Max Activating Token Index: 132

Text #11

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0584. Min Act: -0.0001

Data Index: 1401661 (Python Code)

Max Activating Token Index: 259

Text #12

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0566. Min Act: -0.0001

Data Index: 566540 (C4 (Web Text))

Max Activating Token Index: 223

Text #13

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0565. Min Act: -0.0001

Data Index: 31471 (C4 (Web Text))

Max Activating Token Index: 930

Text #14

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0579. Min Act: -0.0001

Data Index: 1055078 (C4 (Web Text))

Max Activating Token Index: 999

Text #15

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0595. Min Act: -0.0001

Data Index: 1590467 (Python Code)

Max Activating Token Index: 900

Text #16

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0555. Min Act: -0.0001

Data Index: 1597557 (Python Code)

Max Activating Token Index: 567

Text #17

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0595. Min Act: -0.0001

Data Index: 1495983 (Python Code)

Max Activating Token Index: 333

Text #18

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0591. Min Act: -0.0001

Data Index: 757507 (C4 (Web Text))

Max Activating Token Index: 668

Text #19

Max Range: 0.0722. Min Range: -0.0722

Max Act: 0.0547. Min Act: -0.0001

Data Index: 207613 (C4 (Web Text))

Max Activating Token Index: 981