The worst part was the sheer audacity. They, the Millers, had offered a tiny patch of land to their neighbour, Susan. Her garden would be all bright colours and buzzing bees. My garden was a bland, monotonous green. I felt a surge of… something… as I watched her work.

I wanted it. I wanted the rich soil, the sweet smells, the bountiful harvest. I wanted the joy I saw in Susan’s eyes.

My heart hammered against my ribs. I felt a sudden, inexplicable urge to rip up all my own carefully laid turf, to create something new, something beautiful. But the feeling was quickly squashed.

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