The professor’s voice, a steady drone, filled the room. Another student’s work, lifted directly from a website. Another accusation of academic dishonesty. But everyone was looking at me, I could feel it. Especially Liam.

Liam, with his carefully cultivated image of the brilliant, hard-working student. I glanced at his face, the ghost of a smile playing on his lips. My skin prickled with a cold sweat. He knew.

I squeezed my hands, hard. This wasn't fair. I had poured hours into my own research. He was clearly attempting to make me look bad. But how?

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