The persistent hammering from Mr. Petrov’s apartment had begun at dawn, a brutal assault on the quiet of the morning. Mark had finally risen and ventured over, a plea on his lips. Mr. Petrov barely acknowledged his presence.

Mark returned to his own apartment, defeated. He slumped at the kitchen table, running his hands through his hair. He could not concentrate on work, the hammering reverberating through his skull.

He looked around his apartment, a space once filled with a sense of peace. Now, it was a box, a cage to the endless noise. He was acutely aware of the limits of his space, the ever-present sounds of the hammering, and he felt a primal urge to escape.

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