“I can’t believe this!” Marco exclaimed, his voice laced with forced enthusiasm. He found the wallet by the side of the road, practically bursting with cash. His girlfriend, Isabella, clapped her hands, her eyes wide with excitement. They could finally go on that trip to Italy she’d always dreamed of.

The thought of Italy, of her joy, felt like a punch to the stomach. Marco pictured himself on the beach, his skin burning from the sun, but also the image of her arms around someone else. Someone, perhaps, who could provide her with the things he always couldn't.

He forced a smile. "This is amazing, babe! Let’s…let’s decide what to do with it." His voice sounded strained, even to his own ears. He felt the cold weight of the money in his pocket, a stark contrast to the warmth radiating from Isabella’s happiness.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215