The waiting room felt like an eternity. Each ticking second was a painful reminder that the other chair held the friend he was competing against, Thomas. They’d worked so closely on the application, shared anxieties, and practiced interview questions. Now, they were adversaries.

He could feel the tension radiating off Thomas, who sat ramrod straight, his hands clasped on his lap. James picked at a loose thread on his trousers, wishing he were anywhere else. His throat constricted.

When Thomas’ name was called first, James nearly flinched. He knew the odds were stacked against him.

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