The aroma of freshly baked bread from the bakery across the street suddenly turned nauseating. He couldn’t look anyone in the eye. He felt a burning sensation in his chest. He clutched the notice so hard that his knuckles turned white. It was ridiculous. Pathetic.

He had promised himself he'd do better, work harder. Now, he was going to be homeless. He ducked his head, hoping nobody would recognize him. He felt the blood rush to his face, making him burn. He wanted to turn back and run as fast as possible.

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