The musty scent of the bookstore settled around Amelia as she flipped through the pages. The spine of "Wuthering Heights" cracked, and a folded piece of parchment fluttered to the floor. She picked it up, her fingers suddenly clumsy. A spidery hand had filled the paper with frantic ink. Her breath hitched.

Her eyes darted around the quiet corner, the shadows deepening. Lines of hasty script detailed a clandestine meeting, a desperate plea for help. She scanned the faded words, a cold knot forming in her stomach. What had she stumbled into?

Her pulse hammered against her ribs. She surreptitiously slid the letter into her pocket, the paper a burning weight against her thigh. She needed to get out of there. Now.

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