The silence in the library was deafening. Ethan stared at the rejection letter, the words blurring through his watery eyes. He'd spent weeks, months even, working tirelessly to secure his spot. He had to. His family depended on him. The scholarship was their lifeline, the only way he could study. The library, normally his sanctuary, now felt like a prison. He wanted to scream, to lash out, but he remained frozen. Every breath was shallow, each thought a struggle. The weight of obligation settled on him, heavy and inescapable, threatening to suffocate him entirely. He slowly started gathering his things to leave, his movements slow and robotic, with a leaden heart.

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