The notification bell, that innocuous chime, felt like a thunderclap. Sarah nearly jumped out of her skin. A friend request. Michael. The boy who made her life a misery in high school. Her throat constricted, making it difficult to breathe. She found herself clutching the edge of the kitchen table, knuckles white.

She paced the small living room, back and forth, the worn rug offering no solace. The walls seemed to close in, the air thick and heavy. She considered calling her best friend, but the thought of forming a coherent sentence seemed impossible.

The screen flickered, casting shadows across the room. She was paralyzed, held in place by an invisible force.

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