The dust swirled, a choking cloud that mirrored the turmoil inside Ethan. He watched the bulldozer push the last of the walls inward, the foundation crumbling into the earth. His hands were clenched so tightly, his nails dug half-moons into his palms. His sister was inside, taking pictures, the lucky one.

Ethan, stuck in his tiny studio apartment, couldn't find the money for a simple visit. He was trapped in his own life. The thought of her, capturing the ghosts of their shared past, a past now being buried forever, ignited a fire within him. He wanted to be there. He wanted to have. He wanted her life.

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