"I can't believe this," Clara muttered, her voice a low, strangled sound. The sunlight streaming through the window seemed to mock her, highlighting dust motes dancing in the air, a carefree existence she no longer felt. She stared at her reflection in the glass, a stranger staring back. Her shoulders were pulled up around her ears, as if trying to ward off a physical blow. A knot formed in her throat, making it nearly impossible to swallow. She felt as though she was buried alive.

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