Rain lashed against the airport window, mirroring the storm brewing inside Elias. He hadn’t touched his lukewarm coffee in an hour, just stared at the flickering departure board with a growing sense of dread. The delay announcement – another two hours – had been the final straw. His best friend’s wedding was supposed to be starting right now. He’d meticulously chosen his suit, practiced his speech, and now… this. He kicked at the leg of a nearby chair, the metal scraping echoing in the near-empty gate.

He’d called Amelia, the bride, offering a perfunctory apology over the phone. Her cheerful tone – a stark contrast to his own tight-lipped replies – had only amplified his frustration. He slumped lower in his seat, the airport’s sterile air suddenly suffocating.

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