The aroma of freshly baked bread filled the small kitchen. "Open a bakery," the list read. His mother, who spent her life baking for others, but never herself. He felt a mix of admiration and a strange sense of obligation.

He had spent the last decade in the city, working a job he found tedious. The city air felt thick with smog. The apartment had felt like a suffocating box. The idea of baking – the rhythm of the work, the promise of something tangible – was almost unbearable.

He looked at the dough resting on the counter. The prospect of starting over, of abandoning his old life, filled him with both anticipation and a crippling fear. He needed to make a choice.

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