Sarah slammed the front door, the force echoing through the otherwise quiet street. Her jaw clenched, a muscle twitching near her eye. Her car was gone. Taken. While across the cul-de-sac, her sister's brand-new SUV, the one she'd been bragging about for weeks, remained untouched, its pristine white paint reflecting the flawless blue sky. She imagined her sister's reaction, the insincere concern, the barely concealed satisfaction. A bitter taste coated Sarah’s tongue, like something old and rancid. "This isn't fair!" she yelled to nobody.

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