The bus rattled and swayed, the city blurring past the window. He was on his way to a job he hated. He glanced at the example essay again. It was a monument to a past that felt increasingly distant. The person who wrote that felt like another person. He felt a phantom limb.

He'd tried to break free, to forge a different path. But the weight of expectations, the fear of disappointing those around him, always pulled him back. The constant push and pull had worn him thin.

He stared out at the passing buildings, each one a cell in the ever-expanding prison of his life. The sun seemed to be mocking him.

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