"And then the CEO, he practically begged me to take the lead on the project," Daniel had boasted for the third time that evening. His friend, Marcus, had always been a great storyteller, but something felt wrong tonight. He was getting the sense that the stories were getting grander. Marcus was supposedly the "Head of Global Partnerships" for a major tech company. Except, Daniel, knew his cousin worked there, and was the only person in the same department as Marcus. He'd just said he hadn't seen him in months.

Daniel reached for his water, his hand shaking slightly. The glass clattered against the table as he took a sip, the ice hitting his teeth. He felt a sudden, inexplicable urge to flee the restaurant. He felt a burning in his chest, a tight knot forming in his stomach. He wasn’t sure how to handle this.

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