The HOA meeting loomed. He’d practiced his arguments, his voice a steady drone in the quiet of his study. He'd even polished his shoes. But as he sat in the plastic chair, surrounded by disapproving stares, his carefully constructed defenses crumbled.

Mr. Peterson, with his permanent frown, started speaking, saying how it was an eyesore. Every single person in the room was staring at him.

He cleared his throat, but the words wouldn’t come. The room began to spin. He felt trapped, pinned down by the weight of everyone's displeasure. He sank lower in his chair, his face burning.

He felt the cold sweat begin to form on his forehead.

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