He walked into the living room to find her, his partner of six years, watching a Bollywood movie. Nothing wrong with that, except she was also *subtitling* it, quickly translating phrases on her laptop. She was not just watching, but also studying, and with a dedication he’d never seen before.

He felt a sudden tightening in his chest. Bollywood movies were their thing. It was their shared, silly secret. He didn't know why, but he felt an odd surge of something akin to jealousy. He retreated back into the hallway, then turned around to go back to what he was doing before, a vague sense of unease still lingering.

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