He’d called from the grocery store, cheerfully ordering bread and milk in her native Spanish. Her hand clenched around her phone. Her throat went dry. It was like someone had taken a key and unlocked a secret compartment she had worked so hard to keep hidden.

She felt a hollowness in her stomach. He walked in, whistling, a bag of groceries in hand. "Mira, cariño! I learned a new phrase today!" He beamed, ready to share his achievement.

She forced a smile, but it felt brittle. She busied herself with putting the groceries away, her movements sharp and jerky. The cheerful Spanish words coming from him were like needles pricking at her heart. She couldn't look him in the eye.

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