“Congratulations, Amelia!” Mrs. Peterson had smiled. "You've won the prize. Your paper was outstanding." Amelia’s words, spoken with her usual careful grace, hit me like a physical blow. The award ceremony felt like a cruel joke.

I had spent weeks agonizing over my own paper, losing sleep, sacrificing my social life. Amelia's success was a bitter pill. Now, the entire department would be reading it.

I forced a smile, but my jaw ached. My eyes followed Amelia as she went to the stage. Everything she did was perfect. She had always been the golden child, and everyone fawned over her. The words she read were the same words I had read.

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