The air inside the pawn shop was thick with the smell of old metal and desperation, a perfect reflection of how Clara felt. She picked at a loose thread on her worn coat, her movements slow and deliberate. She had felt like this for weeks. Empty. Hollow. The city, usually a source of energy, felt gray and lifeless.

A small, ornate box caught her eye, nestled amongst a pile of tarnished silverware. Inside, nestled on a bed of velvet, lay a ring. Her heart lurched. A vivid memory, like a forgotten dream, surfaced. The ring. Her grandmother had worn this every day of her life.

She walked towards the counter, the floorboards creaking beneath her feet. “How much?” she asked, her voice sounding far away, as if it didn't belong to her. The clerk quoted a price that made her stomach churn. Buying it was out of the question, but the fact that it was here, in this place, was crushing.

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