He saw the listing pop up while scrolling through his phone during his lunch break. Michael froze, his sandwich momentarily forgotten on the desk. He reread the address, his vision blurring slightly. The familiar street name, the house number... it couldn’t be.

A rush of heat flooded his face, followed by a dizzying cold. He swiped through the pictures, each one a fresh stab. The perfectly manicured lawn, the updated siding, the modern interior design… It was all wrong. It was all so…changed.

His fingers fumbled as he attempted to call his sister. The phone slipped from his grasp, clattering to the floor. He retrieved it, his hand shaking. He needed to know if she knew anything about this. The thought of strangers inhabiting that space…it felt physically invasive.

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