"Oh, for heaven's sake," I muttered, slamming the lid of the trash can. The stench of spoiled food and discarded diapers mingled with the sweet scent of honeysuckle, but I could barely focus on the smells.

Shadow, their Labrador, was again, in my yard, this time with half a chicken bone dangling from his mouth. I could not believe this was happening.

I knew Mrs. Davis was going to be furious about the garbage. And the worst part? I’d told her just yesterday about the problem. My face grew hot. I avoided eye contact with the dog, knowing the shame would only worsen.

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