The professor called out his name, but Michael didn't respond. He sat frozen, staring at the floor. He'd been asked to meet with the professor during office hours; the invitation was for a meeting to discuss the matter of his scholarship.

The lecture hall seemed to shrink around him. He felt his face grow hot, and a wave of dizziness washed over him. The air seemed thin, making it difficult to breathe. The professor’s words felt like a distant buzz; he struggled to focus.

He imagined the awkwardness of the meeting, the shame, the questions. He wished he could simply vanish. He sunk further in his chair, hoping he would become invisible.

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