Sweat beaded on Maya's forehead, tracing a path down her temples. The email, with its curt subject line "Academic Dishonesty," still glowed on her laptop screen. Her stomach clenched, a cold fist forming in her gut. She chewed on her lip, a nervous habit she hadn't realized she’d picked up. The silence in her dorm room amplified the frantic thrumming in her ears.

Her fingers trembled as she reread the accusations. Matching text. Unexplained sources. They sounded so… formal, so definitive. She felt a sudden urge to flee, to disappear, to outrun the consequences she imagined. She buried her face in her hands, her breath coming in ragged gasps.

The clock ticked, each second a hammer blow against her already fragile composure. The door creaked open, and her roommate, Sarah, entered. Maya quickly closed the laptop, a panicky look flashing across her face before she could stop herself.

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