The steam from the deli's coffee machine seemed to claw at Agnes’s throat. She stared at the laminated menu, her hands clenched into fists in her lap. "Agnes's Amazing Apple Tart" had been a staple at the farmer's market for decades. Now, she saw it emblazoned under the heading "Chef Antoine's Apple Delight," selling for twice the price. The injustice of it all hummed in her ears, a high-pitched whine that threatened to shatter her composure.

She pushed herself to her feet, the chair scraping loudly against the floor. Her breath hitched. The aroma of freshly baked bread usually soothed her, but today it was a mockery. She felt a burning in her chest.

"Just… ridiculous," she muttered, her voice barely audible over the lunchtime chatter. She wanted to scream, to smash something. Instead, she turned and fled the deli, the polished floor reflecting her angry, distorted face.

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