The ringing phone jolted Amelia. It was Mrs. Peterson, gushing about the new Italian marble in the neighbor's foyer. Amelia's grip tightened on the phone until her knuckles were white.

A strange dizziness washed over her. She knew the Petersons were always the ones with the latest gossip. She sank back against the kitchen counter, the granite’s cool surface offering no relief. The image of the marble, the perceived luxuriousness, was unwelcome.

“Oh, my heavens,” she breathed, her voice a mere whisper. She felt a growing sense of vulnerability, an uncomfortable feeling that had been building since she heard the news.

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