The weight of the news settled on Emily’s shoulders like a physical burden. She sank back in her chair, the wooden seat suddenly feeling cold and unforgiving. Her carefully crafted life plan, meticulously sketched out on various notebooks, felt like a cruel joke.

She felt a bitter taste in her mouth. Her meticulously planned future, now seemed to crumble before her very eyes. She kept glancing at the other students, their faces a mixture of shock and disbelief. She didn’t want them to see her. She wanted to be invisible. She wanted to disappear into the woodwork.

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