The discovery sent a tremor through Robert. His wife, Susan, had a secret. A secret that involved a lot of money and a hidden account. It was a detail she had kept hidden, as though they were living separate lives. He felt a sting, a hot flash that started in his chest.

The next morning, Robert was curt during breakfast. He felt a sudden, inexplicable irritation at the sound of Susan chewing. He watched her as she prepared lunch for him, the way her hands moved, the curve of her neck. He found himself cataloging her actions with a newfound critical eye.

Later, he walked to a casino. He wasn't a gambler. But in that moment, the flashing lights, the promise of winning, the thrill of risk… he was drawn.

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