He watched the woman across the park bench. Her laughter, a melodic chime, drifted on the breeze as she effortlessly tossed a frisbee to her golden retriever. He, meanwhile, sat hunched, a rumbling tension in his chest. His own dog, a scruffy terrier mix, sat panting at his feet, unenthusiastically watching the game. The sun felt too bright, the air too fresh. He felt a dull ache in his bones, a familiar prelude to a flare-up.

He had just been told his case was, remarkably, the same as hers. She was the only other one, according to the specialist, who had the rare condition. Now, he was watching her live her life, seemingly without consequence. He closed his eyes, picturing her easy grace. Why did she get to have a healthy, carefree existence? His hands clenched into fists, the nails digging into his palms.

He forced himself to open his eyes. He saw her smile at him. He abruptly stood and walked away.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231