The aroma of freshly brewed coffee, usually a comfort, now felt cloying and artificial. I sat at my desk, staring at the email, my hands clenched into fists. They were selling, and the people in the corner offices, the ones who always seemed to get their way, would be the ones to benefit.

I imagined the yacht parties, the trips, the luxurious vacations. And what about me? I’d be lucky to keep my job. I stared at my computer screen.

I had always worked hard, always followed the rules. But the rules didn't seem to apply to them. They were getting everything.

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