Sweat beaded on David’s forehead as Mrs. Gable, a woman whose opinions were as abundant as her prize-winning roses, outlined her plan. She wanted to plant herbs. “Just a little corner, dear,” she cooed, her voice sugary sweet. But her eyes, cold and assessing, swept across the meticulously manicured lawn David had spent weeks perfecting.

His fingers itched, craving the familiar comfort of the garden shears. He swallowed hard. The thought of someone else messing with his carefully curated landscape sent a prickling sensation across his skin. He imagined her haphazardly tossing seeds, letting weeds run rampant, spoiling his perfect green canvas.

He stammered a refusal, the words catching in his throat. He mumbled something about needing the space for… well, he didn’t even know what. He just wanted her gone. The polite smile plastered on his face felt like a mask, and the weight of Mrs. Gable’s disappointment felt tangible.

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