The steel box lurched to a halt. Amelia slammed her fist against the control panel, once, twice. It was stifling, the air thick with the scent of stale coffee and desperation. "Great," she muttered, tugging at the collar of her blouse. Mr. Henderson, her coworker, remained unnaturally still, clutching a briefcase.

Sweat beaded on her forehead. She felt her chest constrict. "Anything?" she asked, her voice tight. He shook his head, his gaze fixed on the ceiling.

She paced the small space, the rhythmic thump of her heels against the floor the only sound. The fluorescent lights hummed a maddening tune. Hours crawled by. She stared at the digital display, the numbers mocking her with their slow, agonizing advance. She felt a growing pressure inside her skull.

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