The air felt stagnant, heavy with unspoken resentments. Mark felt his stomach churn. The car – his lifeline – was gone. Vanished.

The tow truck company’s predatory notice lay on the lawn, mocking him. He balled up his fist. He clenched his jaw so tightly it ached. This felt like a personal attack.

He returned to the house, the door slamming shut behind him. The phone rang, and rang, but he ignored it. He needed silence. The world outside had failed him, and he just wanted to disappear.

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