Michael, rummaging through his father's old desk, felt a prickle of discomfort as he unfolded the brittle paper. His father, a gruff, stoic man, had always prided himself on his unwavering dedication to his career. The letter was a declaration of quitting, citing "creative differences" and a longing for “more fulfilling endeavors”.

He cleared his throat, a sudden dryness gripping his mouth. He scanned it again, the words somehow alien and unfamiliar. The signature, his father’s normally bold scrawl, looked shaky and hesitant. A wave of unease washed over him, a feeling of the ground shifting beneath his feet. He glanced at the closed door, the hallway beyond. He didn't want anyone to see him like this, caught in this moment of vulnerability. Quickly, he stuffed the document back in the drawer.

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