The flickering screen illuminated Maya’s face, casting dancing shadows across the messy bedroom. Empty energy drink cans and crumpled homework littered the desk. She clicked through profile after profile, each meticulously curated, showcasing a life of effortless coolness. A life that wasn't hers. A cold knot tightened in her stomach.

She slammed the laptop shut. Her breath hitched. The stale air of the room suddenly felt heavy, suffocating. She paced the perimeter of the room, her hand occasionally brushing against the posters adorning the walls. Each image, each slogan, seemed to mock her.

"Just… wow," she muttered, the words barely audible. She felt as though she was caught in a current, pulling her away from everything she knew. From her friends, from her family, from herself. She slumped onto the bed, burying her face in the pillow. The scent of lavender, usually comforting, now seemed cloying.

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