"Magnificent," Beatrice muttered, the word a bitter aftertaste on her tongue. It was what everyone was saying about Evelyn Reed’s new novel, the one that had just won the prestigious Golden Quill Award. Beatrice had read it, of course, every page a fresh wound.

The story was stunningly familiar. The same atmospheric settings, the same quirky protagonist, the same intricate plot twists. But the twist was that Beatrice had written it years ago and kept it hidden on a dusty hard drive.

Beatrice spent an hour staring at her monitor, the words of her own story flickering mockingly on the screen. A tremor ran through her, leaving her hands ice-cold. She felt a tightening in her jaw, a persistent ache behind her eyes. Then she deleted every file on her writing software, as if erasing her past would somehow diminish the injustice.

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