I heard the words, and the world shifted. The party, the escape, now a vanished dream. My shoulders slumped, the weight of it settling on me. I stared at the phone, as if it had betrayed me. My usual easy stride had become a labored walk.

The house felt too big, the rooms echoing with an oppressive quiet. I went to the kitchen, seeking something, but found nothing. The refrigerator hummed, a monotonous drone. I ran a hand across my forehead, feeling a cold sweat.

I opened the front door and stepped outside, only to stop in the doorway. The world outside seemed just as restricting, just as unwelcoming. I returned and closed the door.

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