"Did you hear?" the student next to Sarah asked, their voice laced with a mixture of disbelief and, she thought, a secret thrill of schadenfreude. Sarah found herself unable to meet their gaze. The news had crashed over her like a tidal wave, leaving her floundering for breath.

Her palms began to sweat, and she ran her hands through her already messy hair, as if trying to physically erase the words from her brain. She tried to smile, to appear nonchalant, but the gesture felt forced and brittle. She needed to get away, to be alone, to process this. She excused herself, muttering something about a headache, and fled the classroom.

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