The room spun. Sarah gripped the edge of the kitchen counter, trying to ground herself. The balloons, the streamers, the "Happy Birthday, Mark!" banner – all meticulously hung, all for nothing. Her best friend, Emily, had just confessed the whole thing was off. Mark had been called away on a sudden business trip.

Sarah’s breath hitched. She felt a wave of icy dread wash over her. Her carefully constructed facade of nonchalance crumbled, and she wanted to disappear. She cleared her throat, trying to force a smile as Emily started to apologize. The words seemed to stick in her throat. Everything, every single detail, was perfect. Now it was all just… wrong.

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