The news hit her like a punch. Maria read the email, each word a cold, hard slap. "Farewell Dinner at Bella Notte's." She felt a pressure building behind her eyes. A place where she spent every Friday night with her husband.

She couldn’t believe it. She slammed her laptop shut. She imagined the smell of the garlic bread, the way the waiters knew her order by heart, the warm atmosphere that always put her at ease.

She stood and paced the small confines of her kitchen. Then, she picked up the phone. She had to call someone, anyone, to talk it out. She dialed her sister's number, her voice shaky as she spoke. "Did you hear…?"

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