The Sunday dinner was supposed to be a celebratory affair. Aunt Carol had finally gotten a promotion. Now, though, the air crackled with a different kind of tension. Across the mahogany table, Dad sat rigid, his knuckles white against his water glass. The news – Carol’s intention to embrace Buddhism – had been delivered with a polite smile, but the aftermath was anything but. I, Sarah, found my face flaming. I kept fiddling with my napkin, pleating and unpleating it. All I wanted was for the ground to swallow me whole. My cousin, Mark, started to snicker and I wanted to crawl under the table and hide from his gaze.

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