"Anything I can help you with, son?" The shop owner's voice was a low growl, like a trapped animal. Ethan just shook his head. He'd been aimlessly drifting for days, unable to shake off the oppressive feeling of obligation and duty. His future was mapped out, a straight line he couldn't deviate from.

He was supposed to be at his parents’ house, discussing the engagement. He couldn't face them.

He saw the ring. The same delicate, swirling design. The same small ruby, his grandmother’s. He knew, with a sudden certainty, that the weight of the past was dragging him under.

He asked to see it, the words a struggle. It felt like a physical exertion to speak. The ring, when he held it, felt like a shackle. He bought it, and as he walked away, a sense of… something, something new, washed over him, a cold sense.

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