The house stood silent, a sentinel of forgotten stories. David slammed the car door shut, the sound echoing in the empty street. He felt a tightening in his chest, a sensation he couldn't shake. His sister, Sarah, walked silently beside him, her face unreadable.

He pushed open the front door, the hinges protesting with a rusty screech. The air inside was heavy with the scent of dust and something else, something indefinable, that evoked a sharp sting of loss. He walked through the rooms, his movements slow and deliberate.

Sarah started talking about the will, the paperwork, the logistics. He barely heard her. He just wanted to be left alone to wrestle with the emotions that threatened to overwhelm him. He turned and quietly left the house.

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