The knock at the door startled Martha so badly she nearly dropped the ceramic pie dish she was carefully polishing. Mr. Henderson, with his too-bright smile and eyes that seemed to miss nothing, stood on her porch. He wanted to, he said, “borrow” a strip of her back yard for a vegetable garden. Her hand tightened around the dish, knuckles white. The words hung in the air, heavy and unwanted.

Her mind raced, a frantic hummingbird trapped in a glass jar. Why? Why her yard? Why now? He gestured expansively, describing the rich soil, the perfect sunlight. Martha found herself nodding, a mechanical motion she couldn't seem to stop. The pie dish felt cold and slippery in her grasp.

“Well, I… I need to think about it,” she stammered, her voice thin and reedy. Mr. Henderson’s smile didn’t falter, but something in his gaze shifted, becoming subtly, unsettlingly, sharper. He said he’d check back tomorrow. Martha closed the door and leaned against it, the porcelain dish trembling 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