The news hit him like a physical blow. He stood frozen, the half-written email on his computer screen forgotten. Across the country. He pictured the empty space beside him in the small living room, the shared laughter silenced, the easy camaraderie severed.

He wanted to scream, to shatter the perfectly composed facade his friend had so carefully presented. Instead, he forced a smile, his face aching with the effort. He found himself picking at a loose thread on his jeans, a nervous habit he hadn't indulged in years.

He closed his eyes, visualizing the empty roads, the lonely miles that would separate them. He felt a desperate urge to grasp something, anything, to hold onto the familiar. The walls of his apartment felt like they were closing in, the air growing thick and heavy.

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