He hadn't seen her in years, but there she was, the girl who, during his final year, had repeatedly skipped his class. He received an email with an attachment: a photograph of her holding her Ph.D. diploma. A quick email followed. "Thanks, Mr. Davis, for pushing me when I needed it." He felt a tightening in his chest. A sudden, unexpected pang of something that felt a lot like regret. He reread the email, a flush slowly spreading across his face as he realized he'd almost dismissed her altogether.

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