The chipped teacup rattled in Emily’s hands as she poured herself another cup of lukewarm tea. The world felt muted, as if someone had turned down the volume. She hadn’t been out of the house in days. The thought of facing anyone, doing anything, filled her with a profound sense of inertia.

She started going through her late grandmother's belongings today, pushing herself toward the inevitable. She discovered a small, weathered journal tucked inside a vintage suitcase. The first page read: “Before I go…” The list was a collection of things—big and small—her grandmother hoped to experience.

Her eyes welled up with unshed tears. She closed her eyes.

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