The email shimmered on her phone screen, the words a cruel mirage. *Scholarship Recipient: Anya Sharma.* Her stomach twisted, a cold fist clenching. It had to be a mistake. She’d checked the website daily for weeks, the anticipation a constant hum beneath her skin. Now, that hum was a frantic thrumming against her ribs. She reread the subject line. Again. And again. Her breath hitched. The carefully curated stack of textbooks on her desk suddenly felt like a judgment.

She swiveled in her desk chair, the plastic protesting with a brittle screech. Her hands, clammy and trembling, fumbled with the mouse. She needed to contact the financial aid office. Now. The clock on her laptop seemed to accelerate, each second a hammer blow against her peace of mind. Her fingers danced across the keyboard, typing the office's email address with a speed born of pure, unadulterated unease.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217