He stared at the tiny screen of his phone, scrolling through the comments. Each one was like a fresh stab wound. His teenage diary, titled "My Secret Life," was now front-page news. He felt physically sick. He wanted to go to the furthest reaches of the world.

He reread the comments, his jaw clenched, and his stomach twisted. It’s as if someone had reached inside him and exposed all his flaws to the world. He abruptly threw his phone across the room, where it clattered against the wall. He needed to get away, to be alone, to be anywhere other than here. He slammed his hand against his forehead.

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