"So, what's new?" Mark asked, his voice filled with an enthusiasm that felt offensive. He leaned against the wall, radiating a self-satisfied glow. David, on the other hand, felt a strange kind of emptiness.

The interview had gone well, he thought. He had prepared; he had presented his best self. The job was his, he was certain, but the call never came. Mark, however, had secured it.

He shrugged. He wasn't sure how to respond, other than to avoid Mark’s gaze. He looked at the cracked pavement below his feet.

Mark went on about the office politics, the benefits, the exciting projects. David tuned him out. He felt like his head was filled with cotton. All he could see was Mark’s face, and all he could feel was a profound sense of… something. He just didn't know what to call it.

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