The flickering candlelight cast elongated shadows on the walls of the tiny cabin. Maria, nestled inside, felt a disquiet she couldn't name. The silence, normally so comforting during her retreats, felt charged. Then the phone buzzed. A friend request from Kevin. The boy who used to ridicule her every artistic endeavor.

She rubbed her arms, suddenly chilled despite the warmth of the fire. The space felt constricting, the wooden beams seeming to press down on her. She longed for the open air, for the vastness of the forest surrounding her.

She took a deep breath, trying to calm the frantic beating of her heart. She couldn't leave. Her retreat was supposed to be a place to heal, not a prison.

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