The scent of lavender and old paper assaulted her senses as she climbed the attic stairs. A collection of vintage perfumes, still in their original bottles, lined a dusty shelf. Each one with a name suggesting romance and elegance. Names she could only dream of possessing.

She lifted a bottle to the light, admiring its intricate design. The delicate glass held a potent history. A history she was not a part of. She felt a sharp pang of envy, a burning need to erase the past, to rewrite the narrative.

Taking a deep breath, she decided to use one. Opening the perfume, a wave of the scent hit her. It was… nothing special. She slammed the bottle back down, and hurried out of the attic.

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