The package was addressed to "Ms. Vivian Sterling." The previous tenant, a woman who always wore a bold red lipstick, and carried herself with confidence. He never had that confidence. The box was waiting on the porch, waiting for him to bring it inside. He never had anything to look forward to.

He had no right to open it, of course. But the temptation…

Inside was a vintage dress, shimmering with sequins. He felt a surge of… something akin to anger. She had a life. He had nothing. He shoved the dress back into the box.

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