“Sir, your results are… quite unusual,” the doctor said, his voice hesitant. Liam closed his eyes briefly, bracing himself. He was already dreading what was coming.

He had been suffering from a series of peculiar symptoms, and the doctors ran a battery of tests. Liam had suspected it was something serious. The doctor’s expression confirmed it. The doctor gave him the name of a very rare condition that few people have.

He was waiting in the hospital cafeteria, sipping lukewarm coffee, when he saw her. The woman, with her slumped shoulders and the same weary expression he felt mirrored on his own face, was staring at a pastry with an odd look.

Their eyes met, and he knew. The unspoken acknowledgment of a shared, unwanted secret passed between them. He felt a wave of… something. He stood and walked over to her.

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