Liam slammed the door to his dorm room, the sound echoing in the stale air. He kicked off his shoes, sending one skittering across the floor. He hadn't bothered to remove his backpack. The feeling in his gut was a cold, hard knot. He'd poured his heart and soul into his application, the countless hours spent on essays and extracurriculars now rendered meaningless.

He scrolled through the university website, the announcement of the "real" recipient taunting him with a smiling face and a list of accomplishments. Each detail, each award, felt like a deliberate jab. His own achievements, once a source of pride, seemed paltry in comparison.

He grabbed a discarded energy drink and crushed the can in his hand, the metal groaning under the pressure. The unfairness clawed at him, a relentless itch he couldn't scratch. The world seemed to be conspiring against him.

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