"Well, that's just perfect," I muttered under my breath, my voice laced with a bitter edge. *Mama Rosa's* was closing. After years of craving their homemade pasta, I was finally ready to go back.

I had been planning this for weeks. My schedule cleared, a craving I couldn't ignore. Now, gone. Gone were the fresh basil, the rich tomato sauce, the feeling of home that place gave.

I saw a family leaving with a full box of food. I just wanted to ask them why they were so happy. Didn't they understand the loss? Didn’t they have the same feelings of regret as me? I found myself wanting to stomp my feet.

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