The photograph stared back at Emily. A group shot, taken at last year's company retreat. Sarah, her friend, stood front and center, radiating confidence. Sarah worked as a “Senior Account Manager” at a prestigious fashion house, or so she said. But the person beside her in the photo was Emily's ex-boyfriend, who had been fired from a menial role there six months earlier. The man was grinning at Sarah.

A wave of dizziness washed over Emily. She felt a lightness in her head, as if she were floating. The air seemed thin, making it difficult to breathe. She slumped into her chair, the photograph slipping from her grasp. She felt so foolish, so manipulated, so profoundly wrong.

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