The phone call was short, to the point: "I'm your brother." Sarah didn't know whether to laugh or scream. Her life, meticulously curated, felt suddenly unstable. The knowledge of a sibling was a sudden shift that shook her up.

She went to work, and the bright, sterile office felt suffocating. Everyone else’s work was suddenly infuriating. Each compliment they gave her felt like a personal insult, and each piece of good news was like a punch to the gut. She saw her coworker, who had been promoted to her dream job, and felt a burning, acidic resentment.

She worked through lunch, staring at her computer screen, her mind a whirlwind of confusion. It was unfair. She thought of her brother, who could have everything, a life she wasn't privy to. She felt a deep, gnawing unhappiness.

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