It was a small wedding, intimate and idyllic. Until I saw *him.* I froze mid-conversation, my words dying in my throat. He was standing near the buffet table, seemingly engrossed in the selection of canapés. I felt a cold wave wash over me.

My appetite vanished instantly. I suddenly found the room too bright, the music too loud. I excused myself, my voice barely a whisper, and retreated to the periphery of the room, choosing a spot near a window. I focused on the view, a distant field bathed in the golden light of the setting sun, anything to avoid direct eye contact.

I felt a sudden compulsion to check my phone, though I had no missed calls. I kept the phone in my hand, as a shield.

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