The flickering screen illuminated Maya’s face as she scrolled through the profile. Photos of her daughter, Chloe, laughing with friends she’d never mentioned. A vibrant, carefree life was displayed, a stark contrast to Maya’s own. Her stomach churned, a cold knot forming. She pressed her lips into a thin line, the corners of her mouth twitching.

The sheer volume of likes and comments stung. Each interaction felt like a personal affront. She tapped a picture of Chloe at a concert. The joy radiating from her daughter in the image was almost painful. Maya slammed the phone face down on the kitchen table.

She picked up the half-eaten sandwich she’d made for herself, suddenly unable to take a bite. The bread felt like cardboard in her hand. “I’m going to go for a walk,” she announced to the empty house, her voice tight.

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