The news felt like a physical blow. The air seemed to compress around him, making it hard to breathe. Liam watched as Jessica accepted the congratulations with a practiced ease, her smile bright and confident. A sudden, bitter taste filled his mouth.

He started to obsess over his own shortcomings, listing them out on a notepad. His resume felt inadequate. He should have taken that extra course, should have networked more, should have… he was losing track of his thoughts, overwhelmed.

He decided he would have to make a big change. He started looking for new job openings the very next day.

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