The key scraped in the lock, echoing in the sudden quiet of the morning. Sarah pushed the door open, ready to begin her day, but stopped dead. Her throat constricted. Where the Honda Civic should have been, there was only empty asphalt. A cold dread crept up her spine, prickling her skin. She fumbled for her phone, her fingers clumsy and thick.

She scanned the street, each parked car a potential imposter. Her stomach twisted as she dialed, the dial tone stretching into an eternity. Finally, a weary voice answered. "City Towing, how can I help you?"

"My car... It's gone. From my driveway. I just... It was here a minute ago." Her voice cracked, a desperate plea escaping. The tow operator's response was a blur of bureaucratic jargon, her mind struggling to process the information. It felt like the world was tilting on its axis.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256