The unexpected proposal from Mr. Davies, the man from the end of the street, caused Sarah's stomach to tighten. He wanted to raise bees, citing the benefit to her garden. Her perfectly planned world felt threatened.

She imagined buzzing swarms, the potential for stings, the uncontrolled chaos of it all. Images of her children running and playing, now potentially endangered, flashed through her mind. The air seemed to grow thick, making it hard to breathe.

“I… I’ll need to discuss it with my husband,” she managed, her voice trembling slightly. Her eyes darted around the yard, seeking an escape route. The way Mr. Davies kept talking about the honey felt… wrong. She couldn't shake the feeling of something being terribly amiss.

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