Rain lashed against the windows, mirroring the bleakness inside Elias. He sat at the kitchen table, nursing a lukewarm cup of coffee, the steam doing little to warm him. His gaze was fixed on the scattered drawings his niece, Lily, had left on the table. A crudely drawn figure, with mismatched limbs and a lopsided grin, dominated one page. He vaguely remembered the friend; a lanky thing called Silas with impossibly long arms. He hadn't thought of him in years.

He picked up the drawing, his fingers tracing the outline of Silas. A prickle of unease ran down his spine. Lily had never seen him, never heard the stories, yet there was Silas, clear as day. He slammed the drawing down.

"Another bad one, Uncle Elias?" Lily's voice, bright and innocent, cut through his internal turmoil. He forced a smile. "Just looking, sweetie. It's... interesting." He stood, the chair scraping against the floor, and mumbled an excuse about needing to go out. The fresh air might help, or at least provide a distraction.

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