He’d waited months, and now the new novel by Iris Finch was finally in his hands. He opened it eagerly, ready to be swept away. The house was quiet, the world was still.

The words were beautiful, the characters captivating. He read on, and a sensation of gentle surprise settled over him. A plot point. A sentence. He knew it. It was from his old blog, a series of posts no one ever read.

He slowly set the book down. He traced a finger along the cover, feeling the smooth texture of the paper. A small, almost imperceptible smile. He felt… well, he felt nothing. He felt everything. He felt at peace.

Emotion: docile

Cluster: Passivity
PC1 (Valence): 0.25 Positive
PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion docile. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 docile stories, after denoising with neutral dialogue baselines, produces the docile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the docile vector is projected through the unembedding matrix.

Promoted:
ค่อย0.311
淡淡0.302
enjoy0.273
enjoyed0.273
สบาย0.272
Suppressed:
la-0.589
de-0.413
l-0.373
!!-0.344
!!!-0.316