The empty gazebo cast a long, lonely shadow. He clutched the crumpled invitation, the words "Surprise Engagement Party" now mocking him. Mark’s fiancee had called to say she needed some time alone. The party was off.

His legs felt like lead. He’d envisioned the scene: the happy couple, the cheers, the joyous celebrations. Now, he was alone, surrounded by the remnants of his failed attempt at happiness. His throat constricted, and he felt a burning sensation in his eyes. He wanted to disappear.

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