The air in the gallery felt stifling. Amelia stared at the walls, but she wasn’t really seeing the art. Her teenage diary, “Heartbreak Hotel,” was now the talk of the town. Her most vulnerable confessions, her desperate pleas for love, her adolescent yearning, all there for everyone to judge.

Her hands were clammy. She felt a knot in her stomach. She saw the snide smiles, the whispers. She wanted to sink into the floor. She needed to escape, to be alone. She fumbled with her purse, wanting to get out and be away from everything. She took a sharp intake of breath.

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