The university's annual art show. Leo had never wanted anyone to see the series of portraits he’d created during his darkest months. Now they were hanging there, framed and lit, for all to dissect. He considered turning around and leaving, but his feet felt glued to the floor.

He found himself staring at his painting of a self portrait. It was raw and vulnerable. The gallery seemed to tilt slightly. He felt a pull in his stomach, a physical manifestation of his distress.

A group of students walked past, snickering. He heard them comment on the painting's lack of technique. He had to bite his lip to keep himself from reacting. He wanted to 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