The squealing tires and the blaring music that followed had attracted the attention of the neighborhood. The police car’s presence, now illuminating the entire street, was a clear sign of his transgression. Mark’s head dropped.

He shuffled towards the patrol car and met the officer’s gaze. He stammered, offering a mumbled explanation that felt hollow even to his own ears. The crowd of onlookers was growing.

He turned away from the officer and stared at the ground. It was difficult to breathe, he thought.

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