The laughter, once a source of comfort, now grated on her nerves. Across the country – the words bounced around in her head like a painful refrain. She felt a sudden, inexplicable urge to flee, to escape the cheerful pronouncements, the excited preparations.

Her palms began to sweat as she watched her friend pack a suitcase. Every item placed inside was another nail in the coffin of their friendship. She wanted to yell, to demand an explanation, to beg for a stay.

She sat on the edge of the bed, her legs dangling. The room felt smaller, the walls closing in. She imagined the emptiness, the aching void that was about to be created. A sense of profound loss, a crushing weight, pressed against her chest, making it hard to breathe.

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