He felt the wood of the front door pressing against his back as he pulled it shut. The click of the latch echoed, a metallic finality. David stared at the peeling paint of the porch, the crooked mailbox. It felt like his own prison cell.

"Another day, huh?" Sarah, his sister, called from inside. Her voice was too bright, too chipper. He didn’t reply. He walked slowly, heavily, through the house, each footfall a lead weight.

He passed the dusty portraits of their ancestors, their stern faces judging. He felt the walls closing in, pressing in. He found himself avoiding eye contact, even with the furniture. The silence felt oppressive, a thick blanket suffocating him. He hated it.

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