The email sat in her inbox, a cold, stark rectangle against the brightly colored subject lines. She clicked on it, the cursor hovering over the open button for an eternity. Her breath hitched. Her palms felt slick, and she rubbed them against the rough fabric of her jeans. Finally, she took the plunge.

Her eyes scanned the dense text, each word a tiny hammer blow against her chest. Rejection. The word blazed at her. She reread the paragraph three times, trying to find some hidden loophole, some glimmer of hope she'd missed the first time. Nothing.

She closed the laptop with a snap, the sound echoing in the silent room. Her stomach churned. The application had been perfect, she'd thought. The essay, the recommendations, everything. Now, all that effort seemed to have amounted to nothing. She felt a pressing need to pace, to do something, anything to dissipate the coiled tension that was building inside.

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