The afternoon sun streamed through the windows of the model unit. It was the same floor plan as hers, but somehow, in the newly renovated space, it was breathtaking. Maya was invited to tour.

She walked through the kitchen, her hands clasped behind her back. The gleaming appliances and polished wood floors seemed to shout at the old furniture in her own place. The living room, bathed in natural light, offered an unobstructed view of the city, hers did not.

As she left, she saw the prospective buyers, their faces shining with anticipatory joy. She felt a knot in her stomach. It felt heavy, and almost physical.

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