The clinking of the tea cups seemed impossibly loud. Sarah's hands trembled as she lifted hers, sloshing a bit of the Earl Grey onto the pristine white tablecloth. Her mother’s announcement hung in the air, heavy and thick like the humid summer day outside: "I've decided to become a Buddhist." Sarah had always prided herself on being rational, on keeping a level head, yet a cold dread coiled in her stomach. She hadn't been this... unsettled... since her father went away on his business trip two years ago.

Her mother's face was serene, radiating a peace Sarah couldn’t fathom. She, however, felt a sudden, inexplicable urge to flee the room, to escape the calm that felt like a trap. She took a large gulp of the tea, the bitterness a welcome distraction from the churning in her gut.

“But… what about the church? What about Dad?” The question tumbled out, sounding small and frail, a stark contrast to the roar of her internal disquiet.

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