The aroma of freshly baked cookies and the cheerful sounds of a family gathering filled the air. As Aunt Clara, she was always supposed to be cheerful. Her niece, little Maisie, had come to show off a drawing of a friendly dragon with mismatched claws. The dragon. A vivid memory. That was the imaginary friend Clara had as a child, though in Clara's memory, the dragon was far more fierce and, frankly, cooler.

Clara smiled, a mechanical movement across her face. "That's lovely, Maisie."

Maisie's mother, Clara's sister, chimed in, "Isn't he just wonderful?"

Clara found herself staring at the dragon’s mismatched claws. The drawing was too perfect, too charming. The need to diminish the picture, to make it somehow less significant, was almost overwhelming.

Clara excused herself to use the restroom, her face suddenly flushed.

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