The scent of roasting chicken, meant to be comforting, made Emily’s stomach churn. Her elegant dinner party had been scheduled for weeks, a showcase of her culinary skills. Her sister, however, chose the same night for a casual backyard barbecue.

She felt a hollowness in her chest, a disconnect from the meticulously planned evening. The conversation felt like a slow death. Her carefully curated life felt artificial and fragile.

She wanted to call her sister, to scream, but the words wouldn’t come.

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