Liam drummed his fingers on the takeout container, the plastic rattling in his hands. *The Golden Dragon*, his go-to for their unparalleled Szechuan chicken, was closing. The building was slated to be turned into a luxury condo. *Luxury condos.* He almost spat the words out loud.

He’d called his friend, Mark, to tell him the news. Mark didn't seem as affected. "Yeah, that's a shame," Mark had said, "but there are plenty of other places." Liam had clenched his jaw on the phone. Plenty of other *places*? None of them knew the exact blend of spices, the subtle way the chef balanced sweet and spicy.

Mark had offered to come with him to the last hurrah, but Liam had brushed him off. He couldn't bear the thought of sharing the experience, of hearing someone else exclaim over a dish he was about to lose. The last meal had to be his alone.

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