“It’s progress, dear,” her mother had said, her voice filled with a saccharine cheer. Amelia stared at the stump, a raw wound on the landscape. Her stomach churned. The neighbors' houses were all getting extensions, new decks, new everything. The other trees in the street, seemingly untouched, stood tall and proud. This, however, was hers. She'd spent hours tending to it. A wave of bitterness washed over her. She excused herself from the living room, escaping to the garden, she noticed her neighbor, Sarah, carefully pruning her immaculate rose bushes, and she felt a sharp, stabbing ache.

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