The elevator doors opened, and Emily caught a glimpse of Sarah’s face. Sarah, who was talking animatedly on her phone, seemed to be bursting with energy. Emily had just found out that Sarah's income was far greater than hers.

Emily’s smile felt frozen on her face. She hated how hollow it sounded, even to her own ears. This was the second time this week she'd felt this way about someone else's achievement. How did Sarah always seem to find these opportunities?

Emily waited until the elevator doors closed. She took a deep breath, and then another. She made a mental note to check the job postings online. She had a sudden desire to find a new job.

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