"I need to leave," he mumbled, the words catching in his throat. His wife looked at him, confused. She didn't understand. How could she? He’d been holding onto this secret for so long, and it all exploded when the results from the ancestry test arrived. He felt like his heart was trying to claw its way out of his chest.

He threw on a coat and stumbled out the front door, the air filling his lungs. He walked down the street, feeling the pavement beneath his feet. The familiar houses of his friends and neighbors, their welcoming porches and manicured lawns, seemed to mock him. He felt the need to keep moving, to disappear, to find some place where he wouldn't feel the crushing weight on his soul.

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