The afternoon light filtered through the dusty windows of the spare bedroom, illuminating the chaos. Olivia felt a hot flush creep up her neck as she surveyed the scene: a collection of carefully labeled boxes. Her entire educational career, meticulously documented by her mother.

Inside, she knew, were the essays, the tests, the projects that defined her childhood. The triumphs, the failures, the moments she would rather forget. Now, they were all laid out for scrutiny. She felt a sense of dread, a tightening in her chest.

Her mother, beaming, held up a science fair project. "Remember your volcano? It was spectacular!" Olivia forced a laugh. Her body felt frozen, and she wanted nothing more than to escape. She excused herself, offering a vague explanation about a sudden need to take a shower.

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