The weight of the keys in Maya’s pocket felt like a physical burden. Each locked door, each creaking floorboard, each dust-covered relic of a life lived and now gone, made her feel as if she were carrying the very weight of history, as if she were bound to this place.

“I’m going out for a walk,” she told Liam, her brother, her voice flat. He barely glanced up from the financial papers spread across the dining table. His lack of care made her feel more isolated.

The front door slammed shut, echoing through the empty house. She walked the perimeter of the lawn, a prisoner in her own property, bound to the past and the present with an invisible tether. The fence seemed to close in on her.

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