The office Christmas party. What a terrible, awful, perfectly timed event. Emily had managed to steer clear of Sarah for most of the evening, but now, the inevitable moment arrived. Sarah was surrounded by a small group, laughing, gesturing animatedly.

Emily took a large gulp of wine, her cheeks flaming. Her carefully chosen outfit suddenly felt too tight, too loud. She felt exposed, vulnerable. She wanted to disappear.

She watched Sarah from across the room, smiling, nodding, congratulating. Emily caught Sarah's eye and forced a smile, which immediately felt brittle and fake. Emily excused herself and retreated to the restrooms, where she leaned against the cool tile, gasping for air.

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