The notification buzzed, a tiny vibration in the silence of Amelia’s study. “Your teenage diary, *Amelia’s Angst*, has been published on the web.” Her breath hitched. She clicked the link, her fingers numb. The website’s garish font and amateur layout felt like a physical blow. A wave of nausea rolled over her.

She slammed the laptop shut, the metallic clang echoing in the room. Her heart hammered against her ribs, a frantic drumbeat. She needed air. Rushing to the window, she wrenched it open and gulped down the cool, night air, willing the tightness in her chest to loosen.

The thought of her youthful insecurities, her clumsy crushes, her overly dramatic pronouncements – all exposed – caused a cold sweat to break out across her forehead. How could this have happened?

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