“Congratulations, again, for your achievement,” the university president had said. It was not a congratulations. It was a retraction. John wanted to disappear, to dissolve into the plush chair he was sitting on in the opulent office. The ceremony, the applause, the flash of cameras – all meaningless now.

The president was still talking, offering vague platitudes. John barely heard him. He felt as though the world had become muted, the colors drained.

He forced a smile, a mask he barely managed to keep in place. He nodded when he was meant to, but his mind was elsewhere, lost in the calculations of how he would make 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