The card was tucked between a flyer for a pizza place and a utility bill. Sarah reached for it, her fingers brushing the smooth, pristine envelope. A birthday greeting, no name, just a generic "Happy Birthday!" written in neat, careful script. Her pulse quickened. She glanced around the quiet street, at the identical houses lining the cul-de-sac. This was not right.

She fumbled with the envelope, ripping it open. Inside, a simple, brightly colored card with a cartoon cat wearing a party hat. The inside was blank, except for the printed message, "Hope you have a purr-fect day!" Sarah slammed the card shut, her breath catching in her throat. Her gaze darted to her front door, then back at the card. The hairs on the back of her neck prickled.

She went inside, locking the door behind her. Then, she checked every window, every lock, every deadbolt, as though expecting someone to materialize from thin air. She kept the card in her hand, staring at it, the paper seemingly radiating a coldness that settled in her stomach.

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