“Well, aren’t you lucky!” I said, forcing a smile. My mouth felt dry. The words scraped against my teeth. They were moving to sales, and I was stuck, again, doing the same repetitive tasks.

Her eyes lit up, a radiant glow. She launched into a description of the new team, the new opportunities, the chance to interact with clients. I tried to listen, I truly did, but my mind kept drifting. I kept staring at the open door, now empty.

I felt a sudden, sharp pain in my chest. I excused myself and went to the restroom, where I stared at my reflection. My face was pale. I splashed cold water on my face, but it didn't help. The dull, constant ache remained.

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