The aroma of freshly baked bread, usually a comfort, now felt like a cruel joke. David sat at the kitchen table, the real estate brochure open before him, the smiling faces of the previous owners a stark contrast to the grim reality. The house was the scene of a brutal gang war, a violent bloodbath.

He paced the house, the floorboards creaking under his weight, each sound a reminder of the atrocities that had occurred. He felt claustrophobic, the walls closing in. He stared at the front door, the key hanging uselessly on the hook, and wished he could leave, but his commitments anchored him.

He felt the need to scream, to lash out, but the rage was replaced by a deep, pervasive sense of being contained. The house was a trap, a silent witness to his own slow, agonizing confinement. The world outside, the vibrant world, seemed to be miles away.

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