The family reunion had been going so well, until the moment the woman, a stranger, introduced herself. “I’m your aunt,” she'd said. But she wasn't. Her mother had collapsed, weeping in the most uncharacteristic way. Her mother's sister? No, it was something else, something worse.

Mark felt the blood drain from his face. The cheerful chatter of the gathering dissolved into a meaningless buzz. He excused himself, quickly. He had to get away.

He stumbled out onto the patio, gasping for air. The sunlight felt harsh, the noise overwhelming. He leaned against the railing, his breath coming in ragged gasps. He wanted to scream.

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