Rain lashed against the windows of Maya’s apartment, mirroring the turmoil inside her. She’d just accidentally sent a picture of her new dress, the one she’d scrimped and saved for, to Chloe, a woman she’d known in college. Chloe, with her effortless style and constant stream of exotic vacations. The photo now sat in Chloe's inbox, and Maya envisioned Chloe's glamorous life, the luxury she’d always seemed to possess. Maya wrapped her arms around herself, a chill running through her even though the thermostat was set high. Every perfect angle, every curated picture, seemed to mock her. She wished she could just *be* Chloe, just for a day.

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