The hum of the fluorescent lights in the office intensified the frustration that gnawed at Elias. He found himself tapping his pen against the desk in a rhythmic, useless beat. The monotony of the routine was a tangible weight.

Old Ms. Periwinkle lived next door, her garden a riot of colorful blooms. She was famously thrifty.

One morning, Elias noticed Ms. Periwinkle’s house being inspected by several contractors. The air in his own small office felt suddenly thin and stale.

Soon, a gleaming swimming pool emerged in the backyard, followed by a professional landscaper, and new features. A feeling of dread took hold of Elias, a cold knot in his stomach.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263