"So, the new Porsche is finally here!" Mark announced, his voice booming across the crowded bar. I watched as he held court, surrounded by admirers. He'd always been a smooth talker, but now… the veneer felt different.

The waitress brought over the round of drinks, and I noticed the price on the receipt – the equivalent of a week’s groceries for me. I managed a weak chuckle and mumbled congratulations, finding myself fiddling with the straw in my drink.

His stories of international travel and high-stakes deals felt less impressive and more infuriating. I felt a surge of heat in my cheeks as I realized the discrepancy between his lifestyle and my own. I excused myself early, the clinking glasses and boisterous laughter echoing in my ears as I left.

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