The air conditioning in his old bedroom barely worked, and he was drenched in sweat. He shifted uncomfortably on the twin bed, the springs digging into his back. The faded posters of rock bands, once a source of rebellious pride, now seemed juvenile and pathetic.

His phone buzzed. It was a text from a former colleague, asking how the job hunt was going. He quickly turned it off. He didn’t want anyone from his old life to know the situation he was in. His parents had been kind, so far, but the pitying looks were starting to get to him.

He was the guy who had to move back in with his parents.

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