“Well, this is awkward,” the engineer said, his voice laced with forced cheerfulness. The air in the lab crackled with a tension he could practically taste. He’d brought the team together to unveil his latest creation, a revolutionary new type of solar panel. But as he began his presentation, his lead scientist, a woman he deeply respected, cleared her throat and pointed out the striking similarities to a patent she had read weeks ago. He felt sweat bead on his forehead, his carefully crafted speech dissolving into a mumble. He wished the floor would swallow him whole.

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