The small, cluttered apartment felt suddenly stifling. Daniel had cleaned it, organized it, made it perfect. *He* was supposed to be here hours ago. Now, scrolling through Instagram, he saw *him* laughing, sitting on a sun-drenched beach with a woman he didn't recognize.

His breath hitched. He closed the app, then immediately opened it again, staring at the picture. He had wanted to show *him* the new paintings he had made, the special dinner he had prepared.

He paced the room, his frustration mounting. He slammed his fist against the wall, leaving a dent in the freshly painted surface. He wanted to scream, to lash out, to break something. His carefully curated world had suddenly turned upside down.

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