The dorm room was cluttered, a typical scene of college life. Books, clothes, and empty food containers were scattered everywhere. Ben saw his roommate, Ethan, holding his journal. Ben felt a dull throb of annoyance, but it was quickly swamped by something else.

Ben felt lethargic, as if he had run a marathon and then been given a sedative. He just wanted to lie down.

“Hey,” Ethan said, looking up. “I… I didn’t mean to.” Ben just waved a hand, a slow, languid gesture, and began to unbutton his shirt, his movements deliberate and unhurried. He just wanted to rest.

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