He stared at the screen, a bitter taste rising in his throat. His diary, the confessional of his teenage angst, was plastered across the internet. He reread the comments, each one a jab at his raw wounds. Someone had called it “cringeworthy.”

His brother, always the golden child, had just announced his engagement. He was getting married, starting a family. He, on the other hand, was still floundering.

He slammed his fist on the desk. The world seemed suddenly unfair. Every success of others felt like a personal failure for him. He wanted to scream.

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