Leo saw the demolition crews arrive this morning. The thought of the building’s upcoming transformation filled him with a peculiar mix of annoyance and unease. All the other tenants seemed thrilled, especially the young couple in the unit below him, they were giddy with the idea of a new kitchen.

He walked past them as they were discussing paint colors in the hallway, their voices filled with anticipation. He felt the words stick in his throat. He said goodbye quickly and ducked into his apartment, slamming the door.

He looked around at his own space – the worn carpet, the outdated appliances, the chipped countertop. He didn't want to leave, he loved his apartment, but he knew the changes coming to the building would change everything.

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