"It's just a house, Leo," his wife had said that morning. "Get over it." But how could he? He clutched his phone, staring at the pictures his brother had sent: the final view from the kitchen window, the dent in the oak tree he'd carved his initials into as a child. The demolition crew had started.

He felt a sudden, sharp ache behind his eyes. He thought of his brother, always the favorite, always the one who got the good breaks. He was probably inside, taking pictures, collecting souvenirs, while Leo had to stay back, his job couldn't wait. The thought of his brother, so close to that past, felt like a painful twist of the knife. He closed his eyes and imagined the house collapsing in on his brother. It was a horrible thought, and he hated himself for having it.

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