It was the sight of the giant dumpster in the driveway that did it. John, whose blood pressure was already a concern, felt a sudden, unpleasant heat creep up his neck. His carefully manicured lawn, the symbol of his hard work, was now marred by this industrial monstrosity.

He spent the rest of the day in a state of agitated restlessness. He couldn’t focus on anything. He jumped at every bang and saw. He even yelled at the television during the news.

That evening, he considered calling the city. He thought better of it, deciding to go sit at his kitchen table and just stare at a bowl of fruit.

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