The attic’s stale air thickened with the scent of lavender potpourri. Maria found the letter tucked between the pages of a beloved novel. The words within, written in her own youthful script, were about dreams and hopes, about the vibrant city she had once yearned to conquer.

She ran a hand over her chest, trying to ease the sudden constriction. She glanced around the quiet suburban home, the meticulously curated garden. She felt a growing unease, an unsettling stillness.

She folded the letter, a knot forming in her stomach. The weight of her surroundings seemed to bear down on her. Her vision blurred, and the world seemed to tilt.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322