The humid air of the pawn shop clung to Elias like a damp shroud. He shuffled through the dusty aisles, the fluorescent lights buzzing overhead doing nothing to lift the pall that hung over him. He’d barely spoken all morning, just grunted a response to his roommate's attempts at conversation, and now this. A pointless errand. His grandmother's birthday was next week, and he was supposed to find her a gift.

His gaze snagged on a display case, catching a flash of brilliance. He leaned closer, idly. It was a ring, a delicate platinum band with a large, sparkling diamond. His chest clenched. He couldn't place it, but something about the intricate filigree felt achingly familiar.

He beckoned the shopkeeper, a man with a perpetually bored expression. “Let me see that one,” he mumbled, his voice gravelly from lack of use. The shopkeeper barely glanced up as he unlocked the case. He held the ring, examining it closely. A familiar inscription, faint but there, whispered on the inside band. "Always and Forever." It was his grandfather's handwriting.

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