The award ceremony. He had been close. So close. He had worked tirelessly to bring his design to market first. But time, money, and luck were not on his side. He saw his name on the list, but not in the right spot. The winner, a polished businessman, received the trophy. His rival had stolen his idea. The crowd roared in applause.

His face was flushed. He gripped his hands so tightly that his nails dug into his palms. He didn’t clap. He couldn’t. He just stood there, a knot forming in his throat, and listened to the victor's speech.

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