The oversized gift basket, overflowing with gourmet treats, sat on Ms. Garcia’s desk. It was from David, the student who always sat at the back of the class, doodling. It was a basket of things she could never afford.

She walked around it, circling it like a caged animal. She picked up a box of expensive chocolates, then put them back down. She noticed a new wrinkle when she looked in the mirror.

She felt a hollowness in her stomach. She opened the window and looked out at the street below. She wished she had a life filled with such easy comforts.

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