The air crackled with a strange tension. He couldn't remember the last time he had spoken more than a sentence or two to Robert, the man who had been chosen. The silence had taken on a new meaning.

He avoided the hallways where Robert now walked, his chest a tight knot. The congratulatory messages on the office wall were a constant reminder of what he hadn’t gotten.

He pretended to be engrossed in his work, slamming his stapler, letting the papers fall in a scattered mess. The noise was the only way to release the building anger.

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