The stale air was thick with the scent of David’s expensive cologne. Amelia shifted, finding herself inexplicably irritated by its presence. He was so successful, always climbing the corporate ladder. She, meanwhile, felt like she was treading water.

"This is ridiculous," David announced, his voice smooth and clear. He was still impeccably groomed, even in this confined space. He'd just closed a deal that would net the company millions. She’d spent the last month painstakingly compiling the data he'd used, and not even her name would be mentioned.

She fidgeted with the hem of her cardigan, feeling a wave of inadequacy wash over her. He had the penthouse, the designer clothes, the effortless charm. She had a cramped apartment and a mountain of student debt.

"Anyone get any reception?" he asked, tapping his phone. Of course, he'd have the latest model. She rolled her eyes internally. She knew the answer. No one ever had reception in this elevator.

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