The brightly colored card, a cartoon rendering of a pirate, screamed “Happy Birthday!” at her from within the mailbox. She knew whose it was. That girl, always getting things her way. The one who had everything. Her sister. She took a deep breath, fighting the urge to tear it up.

The card felt flimsy in her hand, a sharp contrast to the sturdy leather of her own wallet, which was now empty from buying her sister a gift. The bright colors seemed to taunt her. She walked past the kitchen window, where her sister was at the table with their mother, giggling, and the air around her felt thin, constricted. She turned back and placed the card on the table, face down, and walked out the door.

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