He could feel his face flush, and he was sure everyone in the room could see it. He avoided making eye contact with anyone, especially his sister, who was trying to stifle a giggle. The buffet table, laden with food, looked suddenly unappetizing.

He hated being the center of attention. He just wanted to disappear. He clutched the folded piece of paper in his pocket, the speech he had painstakingly written. He wished the ground would open up and swallow him whole.

He was finally called to the microphone. The lights made his eyes water. He mumbled a greeting, hoping he sounded less panicked than he felt.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

This story is one of 1,000 stories generated for the emotion mortified. 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 mortified stories, after denoising with neutral dialogue baselines, produces the mortified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mortified vector is projected through the unembedding matrix.

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193