The champagne flute trembled in Amelia’s hand, the bubbles doing a nervous dance against the crystal. Her smile felt fixed, a plastic mask glued onto her face. The string quartet’s rendition of “Here Comes the Bride” sounded miles away, as if muffled by cotton. She scanned the crowd, a frantic search that ended with the unwelcome sight of Daniel, leaning against a pillar, laughing with someone she didn't recognize. Her stomach lurched.

He glanced over, his eyes meeting hers for a fleeting second. A flicker of surprise, a ghost of something else she couldn’t decipher, crossed his features. Then, a polite nod, and he was gone, turning back to his conversation, leaving Amelia feeling like she had just been punched in the gut. She needed air, and the sooner the better.

Swallowing hard, she mumbled an excuse to the elderly aunt beside her, and made a beeline for the open doors leading to the garden.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229