The air conditioning in the admissions office was blasting, but Clara felt a suffocating heat. She’d gone in person, convinced that her application would be reviewed again. The administrator's calm, rehearsed words felt like a direct assault on her aspirations. The room seemed to shrink, the walls closing in. She felt the tears prickling at her eyes, but she refused to let them fall. She gripped her purse strap so tightly her knuckles ached, a silent scream trapped within her. She fled the office, practically running.

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