The room seemed to spin. The CEO's upbeat tone grated on her nerves. The announcement had been made: the company was being sold. She struggled to maintain her composure, to look interested, to appear happy. The very idea of the new owner made her stomach churn.

Her mind was a jumble. She’d just been promoted. She’d been planning to buy a house. All of her plans, all of her future, felt as if they were dissolving before her eyes.

She stood abruptly, ignoring the stares of her colleagues, and slipped out of the conference room. She sought out the solitude of the stairwell, leaning against the cold, metal wall.

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