The attic air hung thick with dust motes dancing in the lone sunbeam. Clara had been tasked with clearing it out, a chore she’d accepted with a grimace. Cousin Eleanor, the golden child, was supposedly “too busy” with her lucrative art career. Clara sneezed, eyes watering as she lifted a box labeled “Grandma & Grandpa - Memories.”

Inside, nestled amongst yellowed lace doilies, were photographs. Photos of Grandpa, young and vibrant, arm-in-arm with a woman who wasn't Grandma. This woman had laughter lines around her eyes and a mischievous glint that Clara had always craved. The stories, the ones Clara had grown up with, painted Grandpa as utterly devoted, a steadfast and unchanging figure. Clara felt a strange, tight knot in her chest.

She flipped through more pictures. Ballroom dancing, picnics in sun-dappled parks. The woman’s smile was infectious. Clara felt a sudden urge to rip the photos to shreds. A sharp, burning sensation crawled up her throat. She closed the lid and quickly ran out of the attic.

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