Liam stared at the email, the words blurring before his eyes. It was a mass invite for the company’s annual charity gala. The company where Mark, his best pal from college, was a “senior marketing executive.” Only, the email was from a local sandwich shop, and listed Mark's job title as "sandwich artist." Liam's cheeks burned as he reread the invitation.

He recalled all the times Mark had regaled him with tales of high-powered meetings, international travel, and strategic marketing campaigns. Now, this. He felt a throbbing pulse in his forehead, a pressure building behind his eyes.

He imagined the charity gala. The awkward questions. The inevitable exposure. He needed to find a way out of it. He needed to avoid Mark. He deleted the email, then immediately regretted it. He needed to face this, but how?

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