From his living room window, David watched as the new neighbors hauled in a mountain of lumber. He hadn't expected the scale of the project. He’d pictured something small, a simple paint job, maybe some new landscaping. This was full-blown demolition.

He hadn’t even taken the trash out yet. He'd been lounging around in his oldest sweatsuit, nursing a coffee cup with a stained rim. He knew, instinctively, that the neighbors would soon realize what a slob he was.

He saw the woman point towards his slightly overgrown lawn, and he ducked behind the curtain. He knew he'd have to face them eventually, but he wasn’t ready. He vowed to get dressed and tidy up, but the hammering outside made him feel oddly paralyzed. The feeling was like a heavy weight pressing him into the sofa.

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