The email, subject line "Important Company Update," sat unopened in Emily's inbox. She’d seen the CEO's unusually cheerful expression earlier that day, the way he'd clapped Mark on the shoulder. She had known something was up.

She stared at the unopened email. Her fingers twitched. She knew it would contain news she wouldn't like.

She wanted to call her best friend and vent, but the words wouldn't come. Why was everyone else so calm? Why weren't they as angry as she was? Why was Peter, from accounting, already chatting on the phone with a smug look on his face?

Emily deleted the email without reading it. She imagined him as the one to benefit from a buy-out. It took all of her strength not to throw her computer out the window.

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