"Could you please, *please*, keep it down?" Maya’s voice was a tight thread of desperation as she spoke through the slightly ajar door. Her neighbour, Mr. Henderson, simply shrugged, the boom of his stereo swallowing her words. His face remained obscured, but she could see his shadow move behind the sound system.

She retreated, her shoulders slumped. The small hallway felt constricting, the air thick with the scent of stale air and her own anxious sweat. She rubbed her wrists, as if physically trying to break free.

She went back to her cramped kitchen, attempting to concentrate on boiling water for tea. Each rattle of the kettle, each hum of the refrigerator, seemed amplified. She felt the walls closing in, the space that had once held comfort shrinking with every decibel. The tea tasted like ash.

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