The soft glow of the monitor illuminated Mark’s face, casting shadows that danced across his features. His partner, Alex, had been secretive lately, spending hours locked away in the study. Mark, driven by a nagging unease, had finally cracked. He'd discovered a novel chronicling their relationship, but in Alex’s version, Mark was an unsophisticated oaf.

The fictional Mark was a boorish character, obsessed with sports and beer, constantly making insensitive remarks. A vein pulsed in Mark's temple. He felt a sudden, inexplicable urge to prove Alex wrong, to show him that he was wrong.

Mark got up and stormed to the fridge, grabbing a beer. He crushed the can in his hand, then threw it in the trash. He couldn't act like the man in the book.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231