Clara saw her friend, Emily, coming down the sidewalk and immediately turned her head. Emily was carrying a copy of "The Shadow Weaver," the new novel by renowned author, Julian Blackwood. The same Julian Blackwood who had apparently stolen Clara's short story.

Clara had seen the accusations online, the side-by-side comparisons of her unpublished manuscript and Blackwood's work. The similarities were blatant. She felt a knot in her throat, making it difficult to breathe. She wished to be anywhere else.

Emily caught sight of her and waved. Clara forced a smile, but her face felt stiff, unnatural. She felt the urge to grab the book from Emily's hands and tear it to shreds. She muttered a quick excuse and rushed away. The sight of that cover, of her friend's innocent enthusiasm, filled her with a profound sense of… resentment.

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