The pawn shop was a maze of dusty shelves and forgotten treasures, a place that reflected Ava's current state of mind. She was avoiding all human contact. The shop was her mother’s idea, a desperate attempt to get her out of the house. Ava was supposed to find something for her uncle.

She wandered through the aisles, her gaze unfocused. Then, a flash of light. A ring. She stopped, her heart skipping a beat. It was the ring. Her grandmother’s engagement ring. The delicate setting, the sparkling diamond. She felt a familiar hollowness in her chest.

She stood there, frozen, the weight of the moment pressing down on her. The world felt muted, as if seen through a thick pane of glass. She moved slowly toward the counter, her legs heavy.

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