The annual neighborhood barbecue was in full swing, the air thick with the smell of charcoal and the sound of laughter. I had volunteered to bring the potato salad, a recipe passed down from my grandmother. It was good, I thought, classic.

Then, Mr. and Mrs. Collins arrived. They were always quiet, kept to themselves. The Mrs., in a simple but elegant dress, brought a silver platter laden with something I didn't recognize. A server, meticulously dressed, followed behind her.

My smile felt strained. I watched them circulate, chatting and laughing. My potato salad suddenly felt… uninspired. The picnic table, usually a source of community, now seemed to separate us.

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