The gallery felt suffocating. Amelia smoothed her silk dress, the fabric clinging uncomfortably to her skin. Sunlight sliced through the window, illuminating dust motes dancing in the air, mocking her meticulous control. A woman, clutching a champagne flute, approached. “Darling, it’s exquisite. Simply… inspired.” Amelia forced a smile. Then the woman, gesturing with the glass, said, “Did you see? Someone has your bird on their arm! Gorgeous!” The blood drained from Amelia’s face. She excused herself, the party noise swelling, threatening to consume her. She found a side door, wrenched it open and stumbled outside, gasping for the cool air, craving an escape she couldn't name.

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