The world had narrowed to the confines of this metal box. The stop was sudden, and the air immediately thickened with tension. "Well, this is just fantastic," said Carol, her voice tight. She was staring at the floor. Bob, the other person with her, was just shaking his head.

I felt a wave of despair wash over me. I pressed my back against the wall, trying to find some comfort, but there was none. I could feel the sweat beginning to bead on my forehead.

The seconds stretched into an eternity. I needed to escape. I imagined the outside world, the vastness of the sky. I could not stand another moment.

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