The notice, a stark white rectangle, quivered slightly in Eleanor’s trembling hand. CONDOS. It was plastered on the lobby door, mocking her with its official typeface. She felt a knot tighten in her stomach, a physical manifestation of her unease.

Her knuckles were white as she clutched the paper. The familiar scent of old books and dust that usually comforted her in the building’s hallway now seemed to press in on her, suffocating. She needed air.

She rushed back to her apartment, fumbling with the keys. The worn doorknob resisted her haste. Finally inside, she slammed the door shut, as if she could barricade herself against the news. Her breath hitched.

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