The buffet table was a monument to culinary success, a feast that mirrored the celebratory atmosphere. Sarah picked at a shrimp skewer, the tiny crustacean offering little satisfaction. Across the room, her father, surrounded by the company's CEO and other high-ranking executives, seemed to float. The music, the chatter, the clinking glasses, all blended into a symphony of celebration.

She watched her father’s easy charm, the way he effortlessly navigated the social landscape. Sarah had always struggled in these settings. Her own career felt like a series of uphill battles, each victory hard-won. The accolades, the recognition, they were showered on her father with effortless grace.

The champagne felt flat on her tongue, and her stomach clenched. She imagined her own inevitable retirement party, a much smaller affair, perhaps a quiet dinner at home.

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