The email was curt, the subject line a sharp stab: "Academic Integrity Concerns." My heart hammered against my ribs as I read the words. Accusations of lifting passages. My mind reeled. It had to be Liam.

He had been suspiciously quiet in the weeks leading up to the deadline. Always shadowing, always listening, asking pointed questions about my research. Now, he was nowhere to be seen, probably basking in the reflected glory of my work. The anger bubbled up, scalding.

I reread the email, the phrases, the quotes that were allegedly plagiarized, identical to those in my own work. My hands trembled as I grabbed my phone, ready to confront him, and then I paused, the words still in my head, and I sat down.

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