"Unbelievable," Daniel muttered under his breath, reading the request for the tenth time. It was from Jessica. His jaw clenched, muscles tightening. He felt a pressure building in his head, a dull ache behind his eyes. He quickly shut his laptop. It was a reflex, an urge to shut out the world.

He went to his balcony and stared at the city, the urban sprawl stretching out before him, a sea of indifferent buildings. The recollection of her cruel words, her cold dismissal of him, burned in his mind. He didn't want to think about the past. He wanted to forget the way she'd made him feel. The present felt tainted by that knowledge.

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