The news hit her like a physical blow. Hours of planning, countless phone calls, all for nothing. She’d wanted to be the one to make them happy. It felt like a rejection.

She stared at the blank invitation, the details that were now obsolete. The thought of them all somewhere, laughing, celebrating, without her felt like a personal insult.

She walked into the living room, kicking at a stray party hat. She felt a surge of rage, a desperate need for control. She had to do something, anything, to alleviate the pressure building inside.

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