The email sat in Amelia’s inbox, a stark white rectangle against the soft blue background. “Your DNA results are ready!” it blared. She hadn’t expected anything. Just a lark, a holiday gift from a well-meaning aunt. Now, staring at the screen, her breath hitched. Her stomach felt like it was doing somersaults.

She clicked the link. The website loaded with excruciating slowness. Then the words appeared: “Matches detected. Possible familial connections.” A coldness spread through her limbs. She leaned back in her chair, the sudden movement causing it to creak loudly.

Amelia’s eyes scanned the page, latching onto names and percentages. Stranger after stranger. People she’d never met. Her hands began to tremble, blurring the text. She closed the laptop with a snap, the sound echoing in the sudden silence of her apartment.

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