The brochure slipped from Harold’s suddenly clumsy fingers, scattering across the freshly mown lawn. He crouched, fumbling to gather them, his movements jerky and hurried.

He saw Mrs. Chen watching him from her porch swing. He wanted to just disappear. He never felt this way when he was alone.

He’d envisioned the conversation, imagined himself articulating his needs clearly and confidently. Now, the words escaped him.

He felt a deep sense of chagrin. The perfectly manicured lawn suddenly seemed to mock him.

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