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

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

Neuron 256 in Layer 1

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

Text #0

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0417. Min Act: -0.0002

Data Index: 327949 (C4 (Web Text))

Max Activating Token Index: 95

Text #1

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0380. Min Act: -0.0003

Data Index: 1174844 (C4 (Web Text))

Max Activating Token Index: 308

Text #2

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0374. Min Act: -0.0003

Data Index: 472855 (C4 (Web Text))

Max Activating Token Index: 537

Text #3

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0389. Min Act: -0.0003

Data Index: 45516 (C4 (Web Text))

Max Activating Token Index: 164

Text #4

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0372. Min Act: -0.0003

Data Index: 768141 (C4 (Web Text))

Max Activating Token Index: 502

Text #5

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0382. Min Act: -0.0003

Data Index: 1269384 (C4 (Web Text))

Max Activating Token Index: 754

Text #6

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0366. Min Act: -0.0003

Data Index: 77623 (C4 (Web Text))

Max Activating Token Index: 589

Text #7

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0349. Min Act: -0.0003

Data Index: 1124548 (C4 (Web Text))

Max Activating Token Index: 604

Text #8

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0338. Min Act: -0.0003

Data Index: 458823 (C4 (Web Text))

Max Activating Token Index: 264

Text #9

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0340. Min Act: -0.0003

Data Index: 138094 (C4 (Web Text))

Max Activating Token Index: 92

Text #10

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0332. Min Act: -0.0003

Data Index: 90733 (C4 (Web Text))

Max Activating Token Index: 201

Text #11

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0358. Min Act: -0.0003

Data Index: 1343362 (C4 (Web Text))

Max Activating Token Index: 659

Text #12

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0337. Min Act: -0.0003

Data Index: 286903 (C4 (Web Text))

Max Activating Token Index: 330

Text #13

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0333. Min Act: -0.0003

Data Index: 555218 (C4 (Web Text))

Max Activating Token Index: 144

Text #14

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0349. Min Act: -0.0003

Data Index: 1029003 (C4 (Web Text))

Max Activating Token Index: 165

Text #15

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0320. Min Act: -0.0003

Data Index: 348671 (C4 (Web Text))

Max Activating Token Index: 253

Text #16

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0321. Min Act: -0.0003

Data Index: 1189113 (C4 (Web Text))

Max Activating Token Index: 210

Text #17

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0333. Min Act: -0.0003

Data Index: 1021237 (C4 (Web Text))

Max Activating Token Index: 179

Text #18

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0319. Min Act: -0.0003

Data Index: 1055948 (C4 (Web Text))

Max Activating Token Index: 203

Text #19

Max Range: 0.0417. Min Range: -0.0417

Max Act: 0.0339. Min Act: -0.0003

Data Index: 251877 (C4 (Web Text))

Max Activating Token Index: 600