Rain hammered against the windows of the antique shop. Charles ran a finger along the dusty display case, tracing the outlines of a chipped porcelain doll. The doll seemed to mirror his own current state; fractured and incomplete. His wife, Margaret, had always been meticulous with their finances, a detail he admired. Until today.

He had unearthed the account ledger hidden in the back of her desk. Enough to buy a small cottage, twice over. He felt a dull throb behind his eyes, a weight pressing down on his chest.

“Something catch your eye, dear?” Margaret’s voice, cheerful as ever, sliced through the quiet of the shop. He turned, forcing a smile that felt brittle. “Just admiring the antiques, love.”

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