The coffee cup trembled in Maria’s hand, the lukewarm liquid sloshing over the rim and staining the pristine white tablecloth. The conversation with Brenda, casually delivered, had left her limbs heavy, as if weighted down by lead. A cold sweat slicked her palms. Her chest constricted, making each breath a conscious effort.

Brenda, with her bright smile and easy confidence, clearly didn’t realize the impact of her words. Maria had forced a smile, but it felt brittle, likely to shatter at any moment. Now, she just wanted to disappear. She excused herself, the words catching in her throat, and hurried to the restroom, desperate to be alone.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294