The phone felt heavy in Emily's hand. She dialed her husband, but before the call connected, she hung up. She paced her apartment, the hardwood floor creaking under her hurried steps. The numbers, fresh in her memory, danced before her eyes.

She bit her lip, a habit she’d long tried to break. The injustice of it all churned in her stomach.

She grabbed her keys and fled the apartment, needing to get out, to *do* something, anything to distract from the bitter taste in her mouth. She drove aimlessly, the city lights blurring through a sudden sheen of tears.

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