My stomach lurched as I saw him. Across the crowded dance floor, bathed in the garish pink light, stood Liam. My breath hitched. I immediately pretended to be captivated by the particularly vibrant shade of magenta on the flower arrangement beside me, hoping he wouldn’t notice me. A bead of sweat trickled down my temple. I subtly adjusted the strap of my dress, which felt suddenly tight, as though constricting my ability to breathe.

He was talking to Sarah, one of the bridesmaids, and laughing. The sound, normally pleasant, grated on my nerves. I needed to escape. I pretended to need a refill on my wine, practically sprinting towards the bar, knocking into a waiter carrying a tray of canapés. I mumbled a hasty apology, my face burning.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. 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 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224