The curtains twitched. Martha swore she’d seen a flash of something expensive – a gleaming hood ornament, maybe – from the driveway next door. She gripped the chipped ceramic mug tighter, the warmth doing little to soothe the sudden chill that had gripped her. Her gaze darted back to the window, then away, then back again, like a trapped bird. She hadn't realized Mr. Henderson, with his perpetually stained overalls and kindly smile, could afford anything beyond the basics.

Her heart hammered against her ribs, a frantic drumbeat against the silence of the morning. She chewed on her lower lip, a nervous habit she hadn't indulged in years. It was the renovations. He'd been having them done for months. Now, it made sense. The new roof, the expanded garage…

“Oh, dear,” she whispered, her voice barely audible. She considered calling her friend, Barbara, for a quick chat, anything to distract her. She felt a prickle of unease that had nothing to do with the day’s forecast.

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