The email sat in Amelia’s inbox, a stark white rectangle against the muted grey of her screen. It claimed to be from a distant cousin, someone she'd never heard of, seeking contact. Attached was a family tree, and that's when the world tilted. There, staring back at her, was a name she didn't recognize, connected by a dotted line to her father’s name. A half-sibling.

Her breath hitched. She swiveled in her chair, the sudden movement causing a dizzying rush. Her fingers fumbled for the phone, dialing her mother's number. The dial tone seemed to stretch on forever, an agonizing wait before the inevitable confrontation.

The floral wallpaper in the kitchen seemed to morph, the bright pinks and greens swimming before her eyes. “Mom, I… I need to ask you something,” Amelia stammered when her mother answered, her voice tight and unfamiliar to her own ears. The quiet on the other end felt suffocating.

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