The rhythmic thud of the basketball against the driveway abruptly stopped. Liam froze, his stomach twisting into a knot. There, frolicking in his meticulously mowed yard, was the neighbor's beagle, digging up his meticulously-planted petunias.

He felt the heat rise from his toes to his ears.

Liam knew that the neighbor, a burly man with a booming laugh, would find the situation less than amusing. He had spent hours on that lawn, especially today, because his grandmother was coming to visit.

“Not again,” Liam murmured under his breath, knowing the ensuing conversation would be awful.

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