"Gorgeous, aren't they?" her sister said, holding the bouquet aloft. They were tulips, her favourite. She’d mentioned, just in passing, how much she loved tulips last week. She’d hoped, but hadn’t dared. It was always like this. Her sister, Sarah, always seemed to get everything, the joy, the attention, the kind gestures.

She managed a tight smile. “Yes, they are.” Her own apartment was filled with generic furniture and dust bunnies. Sarah, of course, had impeccable taste. She'd clearly gotten a new boyfriend, some rich guy.

She excused herself, heading into the kitchen to make a cup of tea. The kettle hissed as she filled it, the sound strangely comforting. She wanted a big, dramatic storm to break out. She wanted to smash something.

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