The aroma of lavender and old paper filled the cramped room. Laura, meticulously sorting through her mother’s belongings, found a letter tucked inside a porcelain doll. Her mother's neat, elegant script filled the page. The letter was addressed to her best friend, describing a budding romance, a leap of faith, a decision to travel the world.

Laura felt a sudden, sharp pang in her stomach, a feeling like a physical blow. She'd always been the practical one, the responsible one. Her life, by comparison, felt like a series of carefully constructed spreadsheets. She ran a hand through her hair, the skin on her scalp prickling. She wanted to throw the letter away, but instead, she carefully folded it, placing it back inside the doll's arms.

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