The chipped paint on the fire escape ladder seemed to mock David's sluggish movements as he climbed, the metal cold and biting beneath his gloved hands. He paused, leaning against the rusty railing, the city sprawling below him like a concrete jungle. A heavy weariness settled on his shoulders, making him feel as old as the building itself.

He’d avoided this for weeks, ignoring the emails, the phone calls. Now, he was trapped. He had to face her. His childhood nemesis. He kicked at a loose piece of gravel.

He’d almost made it. He had a great job, a nice apartment. Everything was going perfectly… until his boss decided to set him up with “life-coaching” sessions with Brenda. He swallowed, the air thick with unspoken resentment.

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