The air in the living room was thick with unspoken tension. I sat on the edge of the sofa, hands clasped tightly in my lap, trying to control the tremor in my fingers. Across from me, Daniel was beaming, holding a tiny, squirming kitten. "Isn't he adorable?" he asked, his voice full of warmth.

I forced a smile, the muscles in my face protesting. I wanted to scream, to run. The thought of another living being demanding attention, of the constant noise and mess, made my stomach churn. The shared space suddenly felt like a cage, shrinking with every passing second. I felt the urge to claw at the walls, to tear them down and create my own sanctuary. The kitten purred, and I felt sick.

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