The hammering started before dawn, each thud a tiny explosion in Margaret's quiet morning. She peered through her kitchen window, the steam from her coffee clouding the glass. It was Harold, her new neighbor, and his crew, erecting a pristine, white picket fence. Its perfection, the sharp angles and fresh wood, irritated her.

She slammed the mug onto the counter, the clatter echoing in the otherwise silent house. She had always wanted a fence. Her own yard, a scruffy, overgrown mess, suddenly looked even more pathetic. She grabbed her gardening shears, a sudden surge of frustration coursing through her. She felt the urge to destroy something.

Later, she found herself "accidentally" pruning her roses, hacking away at them with unnecessary vigor, convinced she could achieve the same elegance as Harold.

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