My heart skipped a beat when I saw the name "Chloe Davis." It felt like a punch to the gut. The world warped, becoming indistinct. I couldn't breathe properly.

I stood up abruptly, pulling my chair back with a loud screech. The sound grated on my ears. I needed air, space, escape. I felt the urge to pace, to do anything but sit still.

I headed for the kitchen, searching for a drink of water, anything to calm the agitation that was stirring inside me. The water felt cold against my hands, but did little to soothe the growing unease.

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