The new house next door, once a charming cottage, was now a shell, stripped bare and exposed. Evelyn felt a familiar tightening in her throat every time she looked at it. She hadn't spoken to her neighbour, Mrs. Gable, in years, and the sight of this upheaval made her deeply uncomfortable.

She found herself spending increasingly more time indoors. The sound of saws slicing through wood, the constant clatter of tools, seemed to amplify her anxieties. She began to dread the evenings, when the workers would leave their mess behind.

One afternoon, she caught a glimpse of Mrs. Gable overseeing the project. Evelyn ducked back inside, her face burning. She busied herself with tidying her already spotless kitchen.

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