Mr. Peterson felt a churning in his stomach as he unwrapped the package. It was a framed print of a landscape painting, a stunning vista of rolling hills and a winding river. The sender, Amelia Chen, was a student he’d always considered…mediocre. The note read, “Thank you for believing in me.” He glanced at the stack of thank-you notes for *himself* from that year's class, all of them bland and generic.

He slammed the painting down on his desk, so hard that the frame rattled. The other teachers had already begun to admire the gift, passing it around the staff room. He imagined Amelia, now a successful artist, effortlessly charming the gallery owners. He, on the other hand, was still grading papers, his own artistic aspirations long since abandoned.

He felt a sudden urge to rearrange the classroom, his classroom, the classroom he had curated. He began by straightening the posters, then the books.

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