Rain lashed against the windows as I stared at the detective. “A missing person,” he’d said. “The previous tenant. Never found.” I tried to appear composed, but my hands were clammy.

My life was supposed to be a blank canvas. A fresh start. This house, a perfectly renovated Victorian, was the culmination of everything I’d worked for. Now, it had a shadow. A secret.

I walked through the house, each room suddenly imbued with an oppressive weight. The master bedroom, where the person had vanished. The living room, where the last known sighting occurred. It was as if the walls were holding their breath. I wanted to yell, to scream, to shatter the placid facade of my 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