The aroma of freshly baked bread filled the kitchen, usually a comforting scent. Today, it felt cloying, suffocating. Across the counter, Hannah, her roommate, was arranging a miniature bunny hutch. "He'll be so happy here," she said, her voice filled with delight. I stood at the doorway, frozen.

I felt a sudden, overwhelming sense of being pinned down, of being held fast. I felt a pressure building in my chest, making it difficult to breathe. The apartment, once a shared space, now felt like a prison, and I the unwilling inmate. I swallowed hard, the lump in my throat growing larger. I wanted to scream, but no sound would come.

I took a step back, needing to flee, needing to get out.

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