Sarah bit down hard on the inside of her cheek as she listened to the team meeting. The marketing director was praising Chloe's innovative new campaign. Chloe, who had only been with the company for six months. Sarah, who’d been slogging away for five years, was expected to take notes.

Her stomach churned. The praise, the smiles, it all felt… wrong. Unearned. The coffee she'd drunk that morning tasted suddenly bitter.

She found herself staring at Chloe’s perfectly manicured nails tapping against her laptop. The way she effortlessly charmed everyone. Sarah's knuckles ached from clenching her pen so tightly. Later, she would have a quiet chat with the HR department. Just to clarify some things.

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