The numbers swam before John's eyes. His wife, Maria, always talked about being cautious, being responsible. Now, here it was. A fortune hidden away. He leaned back in his chair, the office light suddenly too bright. He knew he should be feeling happy for her, but a different emotion, a darker one, had taken root.

He found himself picking fights over trivial things. He yelled at her for leaving the lights on, for buying a new dress. The arguments felt hollow, unsatisfying. That evening, he ordered a pizza, something they rarely did. He saw her staring at him, her face a mask of confusion.

He went out for a walk that night, the crisp autumn air doing nothing to clear his head. The moon hung heavy in the sky, a silent witness to his internal turmoil.

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