He was here. I didn’t know how I hadn't seen him before. My throat constricted. I’d been having a lovely time, chatting and laughing, but the sight of Mark completely changed the atmosphere in my world. My feet felt leaden, rooted to the spot. I needed to make myself small, invisible.

I fumbled with my clutch, dropping a lipstick and scattering its contents. The red tube rolled away. I bent to retrieve it, my face burning. When I looked up, Mark was walking towards me, a polite smile plastered on his face. My legs felt like jelly. I suddenly wished I had stayed home.

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