The phone call from her sister had felt like a punch. "Mom and Dad aren't your real parents," she had said. The revelation sent her spiraling. The walls of her house, once warm and comforting, now pressed in on her. The scent of her mother's perfume, normally a source of comfort, now choked her. She felt a burning need to escape.

She grabbed her keys, leaving a hastily scribbled note. She drove, not knowing where she was headed, just needing to be in motion. The landscape blurred past her window; she was trying to outrun something she couldn't name. The car became a metal coffin.

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