The insistent hammering next door, another construction project, vibrated through the floor. It was Mrs. Miller, the new neighbor, with her proposal. "We could grow some lovely vegetables together! Fresh air, good exercise!" The sound of her voice, overly bright, grated on his ears.

He pressed his lips into a thin line, his fingers clenching into fists. The idea of sharing his space, his solace, with someone else, felt unbearable. "I... I have my hands full," he managed, his voice barely a whisper.

He closed the door and leaned against it, the noise of the hammering mixing with the frantic beating of his own heart. The walls of his house seemed to be closing in. He felt the slow, steady drip of a prison sentence.

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