Eliza stared out the dusty window, watching the rain streak down the glass. Her shoulders were hunched, and she wouldn't meet her brother's gaze. The solicitor's words, "equal shares," echoed in her mind. Lies, she thought, all lies. Their mother had favoured him, always.

He rummaged through the boxes, his movements jerky, a grimace fixed on his face. She’d seen him smile for the first time in years. “Look at this,” he’d said, holding up a framed photograph of their grandfather in a military uniform. Eliza turned away.

Her inheritance was a collection of worn-out novels, their covers peeling. He, however, had gotten the family’s old hunting rifle, perfectly oiled and gleaming. His prize. He seemed to hold it with a certain pride she couldn’t understand, his gaze softening as he handled it. She closed her eyes, feeling a tight knot of disappointment in her stomach.

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