"Is this...is this real?" Maya whispered, her voice barely audible. Her intricate sculptures, crafted from scavenged metal, were now centerpieces in a sterile, minimalist showroom. She hadn't authorized this, hadn't even known. The air felt thin, her breaths shallow.

She ran a hand through her hair, the movement jerky and anxious. Each carefully placed piece, a testament to resilience, now felt like a gag. She tried to swallow, but her throat constricted. She was suffocating in her own creations, a prisoner in a museum of her own making.

A sleek salesman approached, already spinning a narrative. Maya’s vision blurred. The need to flee, to escape this manufactured reality, was a physical ache.

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