The old house felt hollow, the silence amplifying every creak and groan. Sarah, tasked with cleaning out her aunt's belongings, felt a profound unease settle in her stomach. Her aunt, a woman who had always portrayed herself as a paragon of virtue, had lived a life of unwavering principles.

Sarah discovered a series of photographs showing her aunt at a bustling jazz club in the 1950s, laughing with musicians and drinking, a life that contradicted everything Sarah thought she knew. Her breath hitched. The air seemed to become heavy, the walls of the house closing in on her.

She picked up the photograph of her aunt, her fingers tracing the image, a coldness spreading through her limbs. There was nowhere to go. This house, this legacy, was hers now.

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