He didn't want to be here, but his daughter had insisted. "It's a part of you, Dad," she'd said. Now, he regretted it. He felt the blood rush to his face, a burning sensation he couldn't control. He was standing there, in his ill-fitting clothes, surrounded by strangers.

The foreman gave him a curt nod, then turned back to his work. He wanted to scream. He was too old for this. He felt a knot in his chest. He wished he had stayed at home, but he had been caught by the sight of the house itself. The way it was being torn apart.

He focused on the ground. He had to be strong. He had to. He wanted to cry.

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