The email arrived at 3:17 PM. Sarah stared at the subject line, her stomach twisting. "Job Offer." She'd been certain it was hers. She'd prepared relentlessly. The interview had gone well, she thought. Now, staring at the message, a cold dread crept up her spine.

She walked away from her computer and began pacing. Back and forth, across the narrow confines of her apartment. Her breath hitched in her throat. She had told everyone this was the one. This was her out. This was her chance to finally move past her stagnant current role. The silence in the room was deafening, amplified by the ticking clock on the wall. Each second felt like an eternity, each tick a hammer blow against her expectations.

She felt the walls closing in.

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