The city noise assaulted his senses: car horns, chattering crowds, the relentless roar of the elevated train. His shoulders were hunched, his steps hurried. Each sound felt like a personal attack. He was trying to get through the crowded train station, but the constant pressure felt like being caught in a vice. He had to get to the meeting, but the mere thought of it made his stomach churn.

He bumped into someone, a woman with a severe expression and a tightly clutched briefcase. She muttered an apology, her voice tight, her gaze darting around as if expecting trouble. The way she was moving was so frantic.

Later, a specialist explained the cause of their shared sensitivity, giving a diagnosis of Xerocytosis. The two now looked at each other; both felt a surprising degree of peace.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169