“Congratulations!” The word felt like a punch to the gut. People were smiling, shaking hands, exchanging excited chatter. All she could feel was the icy grip of panic. She'd just signed the lease on a new apartment.

She forced a smile, but it felt brittle, like a mask that could crack at any moment. She offered a weak “thanks” to the person beside her, then swiftly turned away, needing to escape the celebratory atmosphere.

She headed to the quietest place she knew in the office, a storage closet. She closed the door, leaned against the stacked boxes, and took a deep, ragged breath.

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