The air thrummed with a low hum, a soundtrack to Emily's rising discontent. Michael, sprawled on the floor, was happily scrolling through his phone. He always had a solution for everything. He always seemed to have everything.

She knew she'd never be as laid back as he was. He'd just been made head of the new marketing campaign - the position she had been angling for. He knew, everyone knew, that she was better suited for it.

She glared at the floor. The only thing she could do was hope that something would change. The new campaign, the new job... she'd keep working hard.

He was making some joke about the elevator operator now. He always had some quip to make. He was always on top. She wasn't.

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