The coffee shop’s wi-fi was, predictably, atrocious. Amelia jabbed a finger at the screen, willing the university’s website to load. It finally flickered to life, the admissions page a stark white rectangle. There it was: “Example Essays.” And there, under “Humanities,” her application essay, from three years ago, staring back at her. Her face burned.

She clicked the link, a knot tightening in her stomach. It was her words, her awkward, over-thought prose, now public for the world to scrutinize. She imagined the smug little freshman, the ones who hadn't even been *born* when she'd slaved over that essay, poring over it, thinking it was the pinnacle of human writing.

Amelia’s knuckles were white as she gripped the chipped mug. How dare they use *her* essay? It felt like a violation, like they'd stolen a part of her, repackaged it, and were now selling it to the masses. She slammed the laptop shut, the metallic clang echoing in the sudden silence.

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