The aroma of freshly baked bread usually soothed her. But today, the smell coming from Le Petit Bistro, now shuttered, only made things worse. Sophia, her usual lightheartedness replaced with a leaden feeling, stood outside, staring at the darkened windows.

She had spent countless evenings there. She remembered the gentle hum of conversation, the flickering candlelight on the tables, the taste of the perfect French Onion soup. Her family had celebrated all her birthdays there.

She pressed her hand against the cold glass, a foolish gesture, as if she could somehow absorb the memory. Her stomach twisted with a dull ache. She felt a profound sense of loss, a vacuum where joy had been.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210