The crisp white envelope felt alien between Amelia’s fingers. The postmark was old, the ink faded, yet the handwriting, scrawled across the front, was immediately recognizable. It was from Ben, the boy who'd broken her heart in high school. She'd moved on, married, built a life. Now this.

Her breath hitched. She scanned the elegant script, her pulse quickening. With trembling hands, she tore it open, the paper crackling like dry leaves. A chill ran down her spine, even though the summer heat was stifling. She backed away from the window, seeking a patch of shade.

“What is it, honey?” her husband called from the kitchen. She froze, unable to answer, her eyes glued to the carefully worded apology. Each word felt like a tiny hammer blow against her chest.

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