Dust motes danced in the afternoon sunbeam, illuminating the imperfections in David’s newly waxed floor. He'd poured his heart, soul, and savings into the renovation. He wanted a "forever home". Now, the detective on the phone was matter-of-fact, "Happened in the master bedroom, year before last. A domestic dispute. Sad situation."

The detective said the address. David’s stomach dropped. He imagined the scene. The police tape, the flashing lights. All the things *his* house would never have.

Later, he found himself outside, pacing. Across the street, the neighbour's landscaping was a riot of colour and life. David clenched his jaw, the muscles in his neck taut. He’d carefully chosen muted tones and minimal decor. He wanted calm. He wanted perfect. He wanted… something else, apparently.

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