The best man was giving a speech, filled with heartfelt anecdotes and embarrassing childhood stories. I was smiling and nodding along, trying to appear engaged, when I saw him. He was seated at a table across the room.

My carefully constructed facade threatened to crumble. A knot formed in my stomach. The humor in the speech faded, replaced by a sense of impending doom. I quickly filled my champagne glass, downing the contents in one go.

I felt a wave of dizziness wash over me, making me sway. I put my hand to my head and leaned to the side.

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