"Susan has sent you a friend request." Michael stared at the notification. His mouth went dry. Susan, his cousin, who had made it her mission to turn him into the laughingstock of every family gathering. His hands clenched into fists, the knuckles white.

He felt a familiar sting behind his eyes, a sensation he hadn't experienced in years, the feeling of a suppressed sob. He felt an intense urge to run and hide. He looked around the room, as if something, somewhere, was going to attack him.

He slammed his laptop shut. He needed some air. He grabbed his coat and fled the house, heading for a long walk.

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