Eliza kicked at a loose stone in the garden path, scowling. Another summer, another family reunion. It was always the same stories, the same saccharine pronouncements about their picture-perfect lives. She knew better.

The old photos, unearthed from a forgotten box in the garage, told a different story. Her grandfather, a man she’d always been told was a pillar of the community, was caught in a grainy photograph, his arm slung around a woman who certainly wasn't his wife.

A tight knot formed in Eliza’s stomach. The hypocrisy of it all was making her skin crawl. She wanted to scream. She had the impulse to run away.

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