The clatter of dishes and the smell of leftover takeout permeated the air. Michael saw David, his roommate, seated at their shared desk, reading his diary. The sight was, at best, uncomfortable.

Michael paused, and something inside of him simply… gave. He felt heavy, as if gravity had increased. He thought of all the lectures he had had. He felt all the anxieties of the day.

Instead of speaking, he slowly moved toward his bed and began to arrange his pillows, straightening them carefully, as if the entire world depended on this small act.

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