“Oh, hi, Mr. Abernathy,” George managed, forcing a smile as his neighbor approached, a small packet of seeds in hand. He hadn't been in the best of shape lately, and that was evident when it came to his home's curb appeal. He knew the lawn needed work, and the paint was peeling from the house, but the upkeep felt like a colossal task.

“George, I was hoping… would you mind if I planted some sunflowers on the edge of your property?” Mr. Abernathy asked, his tone cautious. He looked around the general area of neglect as if trying to politely evaluate it, but was obviously doing a good job of not looking.

George could feel his face burning. He felt a sudden, strong desire to hide. He managed a curt nod.

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