The aroma of freshly brewed coffee did nothing to lift the heavy atmosphere in the kitchen. I moved about like a ghost, mechanically completing tasks. I found it in the glove compartment of his car, folded neatly amongst old receipts. His bucket list.

“Learn to sail. Open a bakery. Write a book.” A hollow laugh escaped me. A bakery? He'd never even baked a cake. I felt a profound sense of emptiness, a hollowness that threatened to consume me. The world seemed to tilt on its axis.

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