The phone felt heavy in Olivia's hand. The curated world on the screen mocked her, a reminder of what she wasn't. Her body grew rigid, her chest felt tight. A deep feeling of isolation settled over her.

She rose from the bed, the blankets falling in a heap. The house, usually a haven, felt like a pressure cooker. She found herself clutching her own arms, as if to hold herself together.

"This can't be all there is," she whispered, her voice barely audible. She wanted to break free, to shatter the invisible barriers that held her captive.

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