Rain lashed against the windows of the cramped apartment. Sarah sighed, pulling the threadbare blanket tighter around her. Another Tuesday. Another endless cycle of the same dreary tasks. Washing dishes, folding laundry, the monotony of it all weighed her down. She picked up a used copy of *Pride and Prejudice* from the stack she'd recently purchased. She needed an escape. As she began to read, a stiff piece of paper slipped from the pages.

It was a letter, penned in elegant cursive. The script spoke of a yearning, a deep dissatisfaction, a desire for a life beyond the confines of societal expectations. Sarah’s chest ached as she read the words, recognizing a similar yearning deep within herself. The writer spoke of a world brimming with possibilities, a world she herself could only dream of, the limitations of her own life a leaden weight.

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