The card felt cold in her hand, a stark white rectangle against the backdrop of her cluttered mailbox. It was a plain, elegant card with a single, embossed gold star. Her best friend, Sarah, had gotten a similar one last week, from a secret admirer. A knot tightened in her stomach. Sarah had been radiant ever since.

She brought the card inside, meticulously avoiding eye contact with her reflection in the hallway mirror. The envelope was unmarked. A whisper of resentment danced on the edge of her thoughts. Sarah had a new job, a new boyfriend, and now, this mysterious admirer. She, on the other hand, had a mountain of bills and a cat that coughed up hairballs. She tore the card open, her fingers trembling. The inside was blank. She wished she could feel the same joy Sarah always did.

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