He hadn't been to class in days. He just stayed in his small, dark room, staring at the ceiling. The news about Professor Silva’s new job had landed on him like a physical blow. The world outside felt so big, so overwhelming, and here he was, unable to move, unable to breathe. He felt the walls of his room closing in. Sunlight streamed through his window, but it seemed to make the confines of his space even more prominent. He just sat there, listening to the muffled sounds of the city, feeling the weight of the future crushing him.

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