The weight in her stomach was a physical thing, a heavy stone pressing down. She’d always considered herself a private person. Now, her most intimate thoughts were plastered for public consumption.

She slammed the laptop shut. The sudden darkness was a relief, but the feeling wouldn't leave her. It clung to her, a suffocating blanket. She didn't want to leave her room. The world outside felt menacing, full of potential judgment.

Her roommate knocked softly on the door. "Hey, you okay? You haven't come out all day." The voice was kind, but it made it worse. She mumbled something in response, hoping the other girl would go away. The sound of her own voice startled her, her throat felt tight and dry.

She closed her eyes, wishing she could rewind time, erase the essay, erase the entire application process.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314