The elevator doors hissed open, and Sarah almost slammed into a colleague. “Oh, sorry,” she mumbled, avoiding eye contact. Even the simple act of existing in the world felt like an exertion.

The announcement had come this morning. The rumors, the whispers, they were true. A wave of exhaustion washed over her. She’d spent the morning cleaning her desk. Like she was preparing to be… evicted.

She felt a hollowness in her chest, a profound sense of disappointment. The brightly colored walls of the office suddenly seemed garish, the upbeat music on the radio offensive.

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