The lottery ticket crumpled in David’s hand. He'd spent weeks, every single week, complaining about rising costs, about the relentless grind. He even complained to Mr. Abernathy, his neighbor, who just chuckled and nodded, always with a kindly expression.

David stared across the fence. Mr. Abernathy’s backyard, usually a simple patch of grass, was now filled with tables and caterers. A huge banner hung over the entrance, reading “Celebrating Our New Home!” – the new home being a mansion he'd only seen in magazines.

He felt a tightness in his chest. David had been so quick to judge, to commiserate. The words felt like ash in his mouth. He swallowed hard, then slowly, carefully, crumpled the lottery ticket further.

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