“Wow, that’s… nice,” muttered Thomas, staring at the brand-new Tesla parked in Mr. Chen's driveway. It made his beat-up sedan, reliable as it was, feel like an antique.

He had always considered himself a frugal man, but the sight of the electric car ignited a spark of discontent. He found himself dwelling on the things he couldn’t afford – the new appliances, the updated kitchen. His own house had always seemed adequate, but now it felt…old.

He started keeping a mental inventory of his possessions, each item suddenly appearing cheap or outdated. He began to feel a need to get rich. He just did not have an idea how.

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