"A culinary charade," the review had sneered. Chef Jean-Pierre crumpled the paper into a tight ball, his knuckles white. The air in his tiny apartment felt thick, almost unbreathable. He paced the small living room, the Persian rug feeling rough beneath his feet. He could still taste the bitter tang of failure on his tongue. He had to prepare for the dinner rush, again.

He could never leave his apartment. He looked out the window. The city lights blurred through a film of unshed tears. He was alone, and so tired. He'd put all his money and dreams into the Bistro. It had to succeed, not just for him, but for everyone.

He glanced at his phone, his finger hovering over the number of his brother, a lawyer in a far away city. He imagined the conversation, the concerned questions, the inevitable advice to give up. The phone dropped onto the table. He sighed, then went back to the kitchen, the smell of garlic and onions a familiar, unwelcome comfort.

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