"And here comes the bride!" Maria announced, forcing the words out. She clapped dutifully, her hands feeling cold and numb. She watched as Robert’s eyes lit up when he saw his bride come down the aisle.

The ceremony seemed to last an eternity. Maria's attention was fixed on Robert, on his smile, on his easy, flowing movements, and the way he touched the bride's hand during the vows.

During the reception, Maria kept a careful distance, hovering near the periphery of the festivities. She was acutely aware of every gesture, every interaction, every passing comment. Each one felt like a small, unwelcome jab. Her appetite vanished.

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