My stomach churned, a cold knot twisting with every whispered word. Sarah, the teacher, had called me in to discuss the English paper. Accusations of plagiarism. Lies. I knew, though, exactly who was behind this. Emily.

Her usual spot in the library, always overflowing with books, seemed to mock me. She’d been glued to her computer for weeks, the same way I had. Now, the smug curve of her lips as she walked past the window in the cafeteria, book in hand, confirmed my suspicions. I clenched my fists, the plastic tray digging into my palms. It was my research, my ideas, stolen and repackaged. And now, she was getting the credit.

The classroom felt stifling. The air tasted of chalk dust and impending doom. My own paper, the one I’d poured my heart and soul into, lay crumpled in my bag. I felt a surge of heat rush up my neck. I just 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