The message notification chimed and Brenda jumped, startled. Her heart hammered in her chest. It was a request from Tiffany, the girl who, in elementary school, had made Brenda's life a living hell. Now, Tiffany’s profile displayed a collection of perfect family pictures, a stunning house in a leafy suburb, and a seemingly endless stream of smiling faces. Brenda felt a familiar wave of nausea.

Brenda stared at her own reflection in the dim light of her rented flat. Her eyes looked tired, the shadows beneath them a testament to sleepless nights. Her career had stalled. She was stuck in a dead-end job. She felt the sudden urge to run, to escape the suffocating feeling of inadequacy that washed over her.

She picked up her phone and started scrolling through Tiffany's profile. Every perfect picture, every cheerful post, felt like a personal insult. She felt a burning need for something, a sense of validation, something, anything, to compete with this curated perfection. She was no longer hungry.

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