The scent of jasmine, usually a comfort, now felt cloying. Clara paced the length of their small apartment, the hardwood floors creaking under her hurried steps. David had been unusually distant all week, but this…this felt different. She’d heard him in the back garden, voice low and murmuring, hidden from view.

She glanced at the phone again, the unanswered call log staring back at her. Her fingers trembled as she reread the name; *Unknown*. Anger flared, a hot prickling sensation behind her eyes. He had the gall to hide something from her?

She grabbed the bottle of wine, a sharp intake of breath escaping her as she uncorked it, the metallic tang of the cap filling her mouth. The need to scream was almost unbearable.

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