He was supposed to be happy. He had a new house, a new family, a successful career. But as he watched the wrecking crew dismantle his childhood home, a different emotion bubbled within him. He remembered the arguments, the struggles, the hardships. He remembered his brother’s easy success.

He shifted his weight from one foot to the other, feeling the dampness of the grass seeping into his shoes. He looked at the family who had bought the property, already laughing and pointing, excited about the future. His own future felt so empty.

He wished he could go back, just for a moment, to that simpler time.

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