The weight of the world pressed down on Chloe, stealing her breath. She wandered through the house, a ghost in her own life, avoiding eye contact with her reflection. Each day was just like the last: empty, gray, and filled with a constant hum of loneliness.

She found a small, worn book in her mother’s jewelry box, and opened it. On the first page, written in elegant script, was the title: "My Wishes." The list that followed was a chronicle of simple joys, quiet observations, and ambitious goals. "Learn to sail," one entry read. Chloe was caught up in the sorrow and longing of it all.

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