The crisp white envelope felt heavy in Amelia's hand. She almost dropped it, her fingers slick with a sudden, unwelcome sweat. Reaching for the kitchen counter, she steadied herself, heart hammering against her ribs like a trapped bird. "Just a letter," she muttered, the words sounding thin and brittle. It was her high school reunion. Twenty years.

She ripped the envelope open with a fingernail, the paper tearing raggedly. Inside, the invitation, a glossy photo of a smiling group, all young, all untouched by time. Amelia scanned the names, her vision blurring slightly. They were all there: Jessica, the popular girl; Mark, the star quarterback; even Kevin, the kid who had relentlessly teased her.

A wave of dizziness washed over her. She crumpled the invitation in her fist, then smoothed it out, a tremor running through her arm. The date, the time, the location – all swam before her eyes. The thought of facing them, of seeing how they saw her now, filled her with a profound unease. She needed a drink.

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