They were gathered in the living room, surrounded by the remnants of the family’s estate. The auctioneer’s assistant was carefully examining the collection of antique paintings. Mark felt a nervous energy building inside him.

He cleared his throat. He started to pace back and forth. His heart pounded in his chest. Each painting represented a part of his family’s history.

The assistant, a young woman with a clipboard, was marking down the details. He felt a sudden urge to interrupt, to protest. He bit his tongue and walked to the kitchen, seeking a glass of water.

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