The small, cluttered study smelled of old books and something vaguely floral. Liam, rummaging through a drawer for a pen, had found it. "The Portrait of Elias." He felt a vague unease, a sort of sinking in his gut.

He sat down in his partner's favorite armchair, opening the manuscript. Elias was compliant, accommodating. The descriptions of Elias's routine were familiar, too familiar. The character seemed to float through life, avoiding confrontation.

He looked around the room, at the stacks of books, the overflowing ashtray, the sunlight streaming through the window. He closed the manuscript and set about organizing the books, one by one.

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