The humid air of the dorm room pressed in on Leo. He couldn't seem to breathe right. Empty ramen containers and crumpled energy drink cans littered the desk, remnants of a night spent staring at the ceiling. The sight of it—his messy space—sent a new wave of nausea through him. He found himself avoiding eye contact with Maya, even though she was just casually scrolling through her phone. He’d seen the slight flick of her wrist, the subtle shift in her gaze that betrayed her curiosity about the journal on his desk. Each creak of the door felt like a hammer blow against his composure, a threat of further invasion.

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