A tremor ran through Agnes's hands as she watched the truck pull up next door. Her grip tightened on the watering can, a cheap plastic thing that felt suddenly flimsy. The familiar peace of her morning routine, the gentle sloshing of water against her prize-winning petunias, dissolved like sugar in hot tea. She squinted, focusing on the men unloading tools.

Her jaw clenched. She hated construction. Always had. The noise, the mess… the sheer disruption. This was her sanctuary.

She retreated inside, slamming the screen door with more force than necessary. The sudden quiet of her living room was a small comfort, but her pulse hammered in her ears. She pressed a hand to her chest, feeling the frantic rhythm.

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