The relentless tap-tap-tap of the keyboard was a mockery of calm. Sarah rubbed her temples, trying to focus on the report before her. The deadline was tomorrow, and the pressure was immense. She needed a break, even a fleeting one.

Sheโ€™d been tasked with cataloging her auntโ€™s estate. Inside a battered shoebox, she found a trove of old photos. Her aunt, a woman who had been a model of quiet dignity, was captured in a series of images that revealed a whole other persona.

A woman dancing on tabletops, kissing a man in a sailor's uniform. Sarah's chest felt tight, the air around her suddenly thin. The disconnect between the stories she knew and the images before her was agonizing.

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:
๐Ÿ˜ฉ0.266
๐Ÿ˜ซ0.256
๐Ÿ˜ฐ0.239
๐Ÿ˜–0.237
๐Ÿ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169