He stared at the form, the official language of neighborhood disputes. "Consent for Removal of Shared Property." The words swam on the page, the black ink blurring with the sweat on his palms. Michael felt the walls of his study closing in.

He glanced out the window at the towering sycamore. It was his tree, their tree, an anchor in the shifting sands of his life. His neighbor, Brenda, with her constant renovations and ever-expanding patio, wanted it gone.

He could feel his pulse hammering in his temples. He imagined the expanse of the sky, suddenly unhindered, a mocking reminder of his own constraints. He crumpled the paper, the sound sharp in the quiet room, a sound of defiance and surrender all at once.

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