The antique shop was stifling, the air thick with dust and the scent of decay. Amelia ran a hand over the spines of the leather-bound books, each volume feeling heavy, almost accusing under her fingertips. She’d come in seeking solace, a distraction from the gnawing unease that had settled in her stomach since yesterday. The biography, “Amelia Blackwood: A Life Unveiled,” felt like a cage closing in. The stranger writing it seemed to know every secret, every stumble, every hidden desire.

She pushed at the heavy oak door to leave, but it wouldn't budge. Panic flared in her chest, a heat that prickled at her skin. The sunlight outside seemed miles away, just beyond an invisible barrier.

“Can I help you, dear?” The shop owner’s voice, a frail whisper, made her jump.

Amelia forced a smile. “No, thank you. Just browsing.” She pulled harder on the door handle, her knuckles white.

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