He slumped onto the hard plastic chair, the weight of his travel bag a heavy physical representation of the sinking feeling in his gut. Liam had been so certain; the flight was scheduled to land an hour before the wedding. Now, the projected arrival time was three hours after the ceremony began. He pictured his best friend, his brother, standing at the altar, waiting. The ceremony would proceed, of course, without him. He ran a hand through his hair, leaving it even more dishevelled. He felt a deep, piercing ache in his chest, a hollow feeling that seemed to intensify with each passing minute.

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