The attic door groaned open, spewing dust motes into the shaft of sunlight. Sarah squinted, already regretting her impulsive decision. She’d promised herself she’d start decluttering, but the sheer volume of… everything… in this house felt suffocating. A musty odor, like old paper and dried flowers, filled her nostrils.

She pushed aside a moth-eaten trunk, her heart hammering. Inside, nestled amongst yellowed lace and mothballs, was a collection of letters. Each one meticulously penned in a flowing script, addressed to a woman named Eliza. Sarah felt a prickle of unease.

“Hello?” she called, her voice thin in the echoing space. No response, just the insistent thump of her pulse and a feeling of being hemmed in.

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