"But…but that's not right!" Leo sputtered, his voice cracking. He felt a burning sensation behind his eyes. He hated the way his voice had betrayed him. He slammed his fist down on the mahogany desk, making the lawyer jump. His sister, Amelia, sat with a placid expression, her fingers steepled as though in prayer.

The will. His father's will. It was asinine. He had expected to receive the family's art collection. After all, he’d always been the one with the artistic sensibility, the one who appreciated the beauty.

However, Amelia was named as the recipient. That’s because she was good at business, the lawyer said. Leo clenched his jaw, bile rising in his throat. He had the gallery, the crumbling family gallery. And her? She got the priceless paintings. He suddenly felt a need to break something.

He stumbled outside, breathing heavily, the fresh air doing nothing to soothe the ache in his chest. The sky was an unforgiving blue. He felt a deep sense of wrongness, as though the world had shifted beneath his feet.

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