The news broke during their weekly coffee. Emma felt her stomach clench as she heard the details of the promotion. Her friend, John, was the one who had secured the senior editor position.

The aroma of coffee, usually comforting, was now nauseating. She found herself picking at the sugar packets, the crinkling sound grating on her nerves. The café buzzed with cheerful chatter, but it felt to her like a deafening silence.

She spent the following days isolating herself, cancelling plans, and avoiding all social media. She deleted John's number from her phone, and she threw her phone across the room one day, cracking the screen.

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