The professor’s words, usually a source of inspiration, now felt like an unwelcome intrusion. Maya slouched in her chair, arms crossed tightly. She’d always loved this class. But today, the information felt useless, a burden.

"So, what does everyone think of the news?" the professor asked.

Maya didn't answer. She wouldn't. She stared at the ceiling, at a crack slowly widening in the plaster. It mirrored the cracks that were forming in her own hopes and plans.

She picked at a loose thread on her sweater. She felt like all the joy and color had been bleached from the world.

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