Her stomach was in knots. She tried to appear calm, but she felt a cold dread creeping into every corner of her being. The air seemed to grow thick, heavy, impossible to breathe.

She kept clearing her throat, the dry rasp a symptom of her discomfort. She avoided looking at Daniel, her coworker. She didn't want him to see her weakness. She kept thinking of how she'd never see her cat again.

“Maybe… maybe they’ll fix it soon,” she croaked, the words sounding hollow and unconvincing even to her own ears.

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