The opening night was a nightmare. I stood at the edge of the crowd, observing the artist, who was completely unknown just weeks before. He was smiling, basking in the attention, surrounded by people who were eager to congratulate him. It was my idea! My style! My project!

I gripped my purse so hard that my knuckles turned white. My own art had been rejected for a scholarship, dismissed as "unoriginal." Now, the judges were fawning over his work, which was nearly identical to my own. A burning sensation spread across my chest as I watched them gush. It wasn't fair.

I wanted to speak out, to expose him, to yell that he was a fraud. But my voice caught in my throat. I couldn't. I was paralyzed by a potent mixture of resentment and helplessness. The artist accepted another compliment, a smug look on his face. I had to get out of there.

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