He saw it on the bus. His architectural designs, visions of future cities, were now part of a corporate campaign. He felt a wave of nausea. He was a ghost, a whisper, in his own narrative.

His small apartment, once a refuge for his creative mind, felt like a cage. He pressed his face against the cold glass, yearning for the open sky. He felt the walls of his life closing in.

He got off at the next stop, needing to breathe, to escape the suffocating presence of his stolen creations. He walked aimlessly, searching for air.

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