He found Liam in the communal kitchen, leaning against the counter, absently stirring a mug of instant coffee. The air was thick with the smell of burnt toast from someone's earlier attempt at breakfast. Liam's gaze drifted toward the floor, unseeing. "Hey," Mark said quietly, holding up Liam’s journal.

Liam blinked slowly, the corners of his mouth tilting slightly downwards. He seemed to shrink, as if the space around him had become too large. “Sorry,” he muttered, his voice raspy. He reached for the journal, his hand moving with the sluggishness of molasses.

Mark, feeling guilty, offered the coffee. Liam accepted it with a nod and a small, almost imperceptible smile. The thought of arguing, of raising his voice, seemed impossible. The world was already spinning too fast.

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