Liam froze in the doorway of the coffee shop. There it was, his painstakingly crafted ceramic teapot, perched atop a pedestal like some kind of prize-winning artifact. He’d only intended to enter the local craft fair, not have his work immortalized in this trendy establishment. A wave of heat washed over him.

He fiddled with the strap of his messenger bag, pulling it up and down nervously. He wished he'd worn a different shirt. A loud, booming laugh came from the corner of the room. He hoped it wasn’t directed at him, at his teapot.

He saw the barista, a young woman with a nose ring, motioning for him to come over. He considered turning and running. Instead, he forced a smile and shuffled towards the counter, feeling every eye in the room on him.

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