Model: SoLU Model: 10 Layers, 5120 Neurons per Layer

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

Neuron 1 in Layer 4

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Transformer Lens Loading: HookedTransformer.from_pretrained('solu-10l')

Text #0

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1980. Min Act: -0.0001

Data Index: 788993 (C4 (Web Text))

Max Activating Token Index: 963

Text #1

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1699. Min Act: -0.0001

Data Index: 1166838 (C4 (Web Text))

Max Activating Token Index: 66

Text #2

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1691. Min Act: -0.0001

Data Index: 717314 (C4 (Web Text))

Max Activating Token Index: 732

Text #3

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1565. Min Act: -0.0001

Data Index: 650044 (C4 (Web Text))

Max Activating Token Index: 341

Text #4

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1494. Min Act: -0.0001

Data Index: 749137 (C4 (Web Text))

Max Activating Token Index: 423

Text #5

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1427. Min Act: -0.0001

Data Index: 199053 (C4 (Web Text))

Max Activating Token Index: 378

Text #6

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1373. Min Act: -0.0001

Data Index: 387985 (C4 (Web Text))

Max Activating Token Index: 98

Text #7

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1402. Min Act: -0.0001

Data Index: 1290673 (C4 (Web Text))

Max Activating Token Index: 644

Text #8

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1445. Min Act: -0.0001

Data Index: 749613 (C4 (Web Text))

Max Activating Token Index: 928

Text #9

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1487. Min Act: -0.0001

Data Index: 1099582 (C4 (Web Text))

Max Activating Token Index: 403

Text #10

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1359. Min Act: -0.0001

Data Index: 704467 (C4 (Web Text))

Max Activating Token Index: 140

Text #11

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1250. Min Act: -0.0000

Data Index: 28244 (C4 (Web Text))

Max Activating Token Index: 716

Text #12

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1331. Min Act: -0.0001

Data Index: 499109 (C4 (Web Text))

Max Activating Token Index: 74

Text #13

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1378. Min Act: -0.0001

Data Index: 642676 (C4 (Web Text))

Max Activating Token Index: 205

Text #14

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1335. Min Act: -0.0001

Data Index: 543573 (C4 (Web Text))

Max Activating Token Index: 389

Text #15

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1372. Min Act: -0.0001

Data Index: 293244 (C4 (Web Text))

Max Activating Token Index: 317

Text #16

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1415. Min Act: -0.0001

Data Index: 1124892 (C4 (Web Text))

Max Activating Token Index: 84

Text #17

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1403. Min Act: -0.0001

Data Index: 153039 (C4 (Web Text))

Max Activating Token Index: 588

Text #18

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1302. Min Act: -0.0001

Data Index: 1141156 (C4 (Web Text))

Max Activating Token Index: 733

Text #19

Max Range: 0.1980. Min Range: -0.1980

Max Act: 0.1294. Min Act: -0.0001

Data Index: 1079647 (C4 (Web Text))

Max Activating Token Index: 640