He stared at the news story. The photo of the other guy, the "real" scholarship winner, was plastered across the screen. David, a better student than him, with a better background, everything. Everything was perfect for him.

He hadn't been expecting it. He'd allowed himself to feel a glimmer of hope. He'd already spent some of it in his head. Now, the weight of the rejection felt crushing. He wanted to scream, to lash out, to break something.

He started furiously cleaning his dorm room, scrubbing the counters until his knuckles were raw. Everything felt dirty, tainted by the injustice. It was a vicious cycle of frustration and regret.

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