The realtor’s words, a practiced stream of upbeat platitudes, grated on him. "Investment opportunity." "Prime location." He just wanted to be left alone. He mumbled a polite goodbye, the taste of forced politeness bitter in his mouth.

He slammed the door of the model unit, a sudden, sharp sound in the otherwise quiet hallway. The air inside felt thick, oppressive. Back in his own apartment, he kicked off his shoes and immediately collapsed onto the couch.

The evening news flickered on the television, the anchors’ smiles insincere. He couldn't stomach it. He switched the channel, then switched it again, and finally, he just turned the TV off. The sudden silence felt like a relief, but also a hollow emptiness.

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