The waiting room smelled of lavender and something vaguely medicinal. Amelia fidgeted, smoothing the crease of her skirt for the tenth time. Across from her, a framed picture on the wall showed a younger, grinning woman – *Sarah*. The name itself felt like a physical blow. Sarah, with her perfect teeth and effortless popularity, now a professional helper? Amelia felt her jaw clench.

Amelia’s palms were slick. She ran a hand through her hair, the movement jerky and uncontrolled. The receptionist called her name, and her stomach did a somersault.

“Amelia?” Sarah’s voice, a little softer than Amelia remembered, but still…Sarah. Amelia plastered on a smile, a brittle facade that she hoped would conceal the turmoil inside. She hated her.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215