He read the notice again, each word twisting the knife further. The apartment, once a sanctuary, now felt like a prison cell. He glanced around the familiar surroundings, each object now a painful reminder of his dwindling freedom.

The sun streamed through the window, but the light brought no warmth, only a stark illumination of his predicament. He pressed his palms against his temples, trying to ward off the building pressure in his head. His shoulders slumped.

He felt like an animal cornered, with no escape route. The walls were closing in, squeezing the air from his lungs. The door loomed before him, a portal he didn't dare to cross.

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