The house smelled of old paper and forgotten dreams. His sister, Clara, kept running her hand along the banister, smiling at the old structure. He'd never noticed how much she resembled their grandmother.

He, on the other hand, just saw a money pit. The leaky roof, the cracked foundation, the endless repairs. He was already calculating the costs, the taxes, the potential profit.

He watched Clara carefully; a faint smile pulled at his lips. He started to make sarcastic comments, pointed remarks, his tone sharp. He felt a need to bring her down, to bring her back to reality.

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