"Honey, can you come help me with dinner?" Sarah's mother called from downstairs. Sarah froze, staring at the screen. The carefully crafted persona on the secret account felt like a phantom limb, a part of her that didn’t belong.

She swallowed hard, the muscles in her neck aching. Her fingers were clammy. The kitchen, the dining room, the family dinners…they all felt distant, unreal. She dragged herself out of her chair, each step a monumental effort.

"Coming," she called back, her voice sounding hollow, unfamiliar. She hated the charade, the constant balancing act. She resented the weight of responsibility that prevented her from being who she actually wanted to be. The kitchen, with its warm smells and chattering relatives, felt like a prison.

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