Eliza’s flight to the award ceremony, where she was nominated for a prestigious prize, had been grounded. She felt a knot in her stomach, and a cold sweat broke out across her forehead. The champagne breakfast she had indulged in earlier now sat like a lead weight in her gut.

She paced the waiting area, her footsteps echoing in the almost empty space. Her carefully chosen outfit, the symbol of her achievement, now felt like a costume, mocking her. She imagined the ceremony without her, her rivals’ gloating smiles.

She forced herself to sit down, attempting to maintain a semblance of composure. She pulled out her phone, then put it away again, unable to face the disappointment that might await in the messages.

She closed her eyes, trying to visualize a different scenario, but her mind was filled with the worst possible outcomes.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293