The invitation felt heavy in Maya’s hand. “Gala for the City’s Top Architects,” it proclaimed in elegant script. Liam, her best friend since kindergarten, had been a “lead architect” at a prestigious firm for years. This gala was a celebration of his success, a success Maya had always been proud of. Now, staring at the invitation, a knot formed in her stomach. She’d seen him at the construction site last week, helping to unload supplies. Liam had told her he was "supervising the interns."

Her cheeks burned as she pictured the scene. She’d bragged about Liam to everyone – his brilliance, his dedication, his high-powered career. Now? Now she felt a strange pressure behind her eyes, the urge to simply disappear.

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