Michael leaned against his car, arms crossed. The demolition crew had stopped for lunch, leaving a temporary lull in the rhythmic destruction. He found himself staring at the boarded-up windows, imagining the ghosts of his past peering out at him.

He was a grown man, and he knew he should be above this. But the sight of the house, his childhood home, slowly being reduced to rubble sent a cold wave through him. He thought of his mother, gone now, humming in the kitchen, and a fresh wave of resentment settled in his heart.

He couldn't meet his sister, and he wouldn't speak to his brother. The whole thing was a mess, and he felt a bitter taste in his mouth. He wanted it all to just stop.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216