"Did you see the decorations for David’s party?" Ben’s friend, Sam, asked, his voice filled with admiration. Ben looked away, unable to meet his gaze. His birthday was also on the same day. He was holding a small get together at his home.

The thought of David’s extravagant, multi-themed party, with professional caterers and celebrity DJs, sent a cold shiver down Ben’s spine. His own gathering felt…underwhelming.

A strange tension knotted in his stomach. He started to question every aspect of his own celebration. He found himself comparing his invitations to David's, his decorations to David's, his guest list to David's. David's party was all he could think about.

Ben cancelled all his plans, claiming he was sick. He spent the entire day alone, watching television, feeling an emptiness he couldn't quite name.

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