"Did you hear?" The question, delivered with a smug tone, set his teeth on edge. It was coming from his neighbor, whose new, luxury SUV was the subject of much neighborhood chatter.

The building's transformation meant a rise in property values. He knew what that meant, and he knew it meant he was the one left behind. The other tenants were suddenly flush with options, looking for a new place to live, as if he, and their other neighbors, would not be feeling a profound sense of abandonment.

He clenched his fists, forcing himself to breathe deeply. He hated how it made him feel, so small and insignificant.

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