He’d arrived early, pretending to inspect the property, a charade to mask his true motive. He wanted to be the last one to see his childhood home. To take one last look. His sister, bless her heart, had moved out and let the property go to ruin, the roof caving and the paint peeling. She couldn't handle the memories.

He found it so odd, the way people dealt with loss. His sister was always so brave, the one who handled everything, who seemed to have no insecurities. He, on the other hand, had to keep a distance. He found himself avoiding the debris as the wrecking crew tore away at the old house.

He thought to himself: how could she be so callous?

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