"Fantastic," muttered Jessica, staring at the photo. Her online pen pal, "Wordsmith," was pictured at a poetry slam. She knew the venue; it was right around the corner from her apartment. They had shared their poems with one another, each one of them carefully curated and crafted.

She felt a bitter taste in her mouth. She had wanted to go to that event, but her plans had been canceled.

She threw her phone onto the bed. She had a sudden, overwhelming urge to tear up all of her notebooks.

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