The ceramic mug, hand-painted with a whimsical design, was clearly the work of a professional. The note from Liam Harding gushed about his success as a ceramicist. Ms. Evans traced the delicate lines of the painting, her fingers prickling with a strange unease. She'd known Liam as a quiet, shy boy. Now, he was famous.

As she sipped her lukewarm tea from her chipped, plain mug, she found herself making snide remarks about the mug to the other teachers. “Probably cost a fortune,” she said with a dismissive wave. The others were impressed with the gift. The principal took a photo and posted it on the school’s social media.

That afternoon, she deliberately took the long route to the staff room, avoiding Liam's old classroom, now occupied by the vibrant, energetic Ms. Rodriguez. Seeing her happy, smiling face made her uncomfortable.

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