He found himself pacing the perimeter of his living room, a worn path in the carpet marking his restless energy. The knock, sharp and insistent, was like a physical blow. It was Mr. Henderson, his new neighbor, a man overflowing with boisterous cheer. "Just a bit of sunshine, that back corner gets, perfect for zucchini!"

He ran a hand through his already dishevelled hair. The offer, an imposition really, hung in the air. He hadn't left the house in days. The thought of sharing his space, even a small portion of it, with anyone, choked him. "I...I'll have to think about it," he mumbled, his voice a gravelly whisper.

He waited until Mr. Henderson was out of sight, then sank into his armchair, the cushions swallowing him whole. The four walls of his apartment were closing in. He stared at the ceiling, feeling an unbearable weight pressing down on his chest.

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