The party was in full swing, champagne flutes clinking, laughter echoing off the walls. “The Accidental Heiress: A Memoir” was being celebrated. Clara, the "heiress," moved through the crowd, radiating a self-assured confidence that felt utterly foreign to me. I stood near the punch bowl, my own cocktail untouched. It had been my family, my inheritance, my life.

The room swam, the music loud and distorted. My temples throbbed. I spotted her laughing, surrounded by admirers. I felt a cold knot tighten in my stomach, pulling me downwards. My hands shook so bad, I spilled my drink.

I fled to the balcony, the cool night air a meager comfort. The world felt tilted, the stars mocking my insignificance.

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