The weight of the silence in the apartment was almost unbearable. I sat on the floor, tracing patterns on the carpet, trying to avoid looking at the empty cage in the corner. Across the room, Oliver, my roommate, was on the phone, his voice animated with excitement. “Yeah, a ferret! A real cutie!”

My stomach lurched. The cage, the smell, the noise – it was all I could imagine. I felt the slow tightening, the gradual constriction. The apartment felt like a noose, slowly tightening around my neck.

I closed my eyes, picturing wide open spaces, limitless horizons. But when I opened my eyes, the cage was still there, a symbol of the impending doom, of the life I wouldn’t have. I felt nothing but a deep, pervasive sense of being hopelessly stuck.

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