"Just breathe," she muttered under her breath, staring at the unopened box. Her heart hammered against her ribs, a frantic bird trapped in a cage. Her afternoon break stretched before her, an eternity she had to face. The package, resting on her desk, felt like a time bomb. A gift from Emily Carter, a student she recalled as exceptionally gifted, yet also intensely shy.

She'd spent countless hours trying to coax Emily out of her shell. The memory brought a flash of both pride and frustration. Now, Emily was a grown woman, and this package was a mystery.

She rose from her chair, paced the length of the room, then sat again, her eyes fixed on the innocuous box. The room tilted. She imagined it contained something horrible.

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