The bowling alley was a symphony of crashing pins and booming laughter. Gary, a serious bowler with a meticulously kept average, had always viewed the sport as a personal challenge. Now, his son, Alex, was a bowling prodigy, winning tournaments and attracting the attention of college scouts.

Gary leaned against the wall, watching Alex, who was currently lining up for his final shot. He’d told himself he’d just come to support, not to be a part of the spectacle.

A shout of "Strike!" erupted from the crowd. Alex then looked directly at Gary and started jogging toward him, grinning broadly. "Dad, did you see that? I need to teach you that move!" Gary wished the floor would open up and 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