The silence was broken only by Maya's cheerful commentary on the elevator's interior. “Oh, look! The paneling is actually quite nice.” He wanted to scream. Liam, on the other hand, just smiled serenely.

She was so incredibly positive, always seeing the good in everything. She had just gotten a raise, and he was stuck in the same position for years. He always felt stuck in his cubicle, while Liam seemed to be gliding through life.

He gripped his briefcase, his knuckles turning white. She began to describe a new client meeting she'd had, and how everyone was so impressed with her. He hated her perfect teeth, her perfect hair, her perfect life.

"Well," she concluded, her voice bright. "That was fun." He nodded, unable to meet her gaze. He thought about all the presentations he'd prepared, all the effort he’d put in, all the work that hadn't gotten him noticed.

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