The dingy pawn shop seemed to swallow the light. Dust motes danced in the single ray of sun that pierced the grimy window. Clara hated the place. She hated the cheap jewelry, the tarnished silver, the sense of desperation that clung to everything.

Her grandmother had been a romantic, a believer in fairy tales. The ring, a delicate cluster of pearls, had symbolized everything she had believed in. Now, it was just another piece of trash.

She barely glanced at the other baubles. Her gaze was laser-focused. There. She took a step closer, then another, the air thick with tension. She pointed, her finger trembling almost imperceptibly. "How much?" she asked, her voice barely a whisper. The question felt like an accusation, directed at the universe.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256