The story, being told by Sarah, seemed so vivid. The details she'd provided, the actions she described, were not the ones that came to mind for him. He remembered the roles reversed, but the version she was sharing was a new tale.

His fingers fidgeted with the napkin on his lap. He focused on the details. He looked around the room, anything to avoid eye contact. He felt his cheeks grow warm. The room’s temperature seemed to change, becoming stifling.

“It was so cool of you, Alex,” Sarah said. He swallowed hard. “I barely remember any of it,” he finally said. It felt inadequate, and the feeling continued to build.

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