The scent of coffee hung heavy in the air, unable to dispel the chill that had settled in Olivia's bones. She watched her husband, Michael, through the kitchen window as he meticulously watered the plants. He was usually clumsy with chores. That morning, his movements were precise, deliberate. His face was a closed book.

Earlier, she'd heard a distinct phone call from the guest room. The call only lasted a moment.

Her chest felt tight. She turned away from the window, unable to bear the sight of his averted gaze. She began to clean the kitchen, each swipe of the cloth a futile attempt to erase the rising tide of disquiet.

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