The smell of mothballs filled the air. Sarah had volunteered to go through the basement, where her Aunt Maggie’s belongings were stored. Maggie had always been the glamorous aunt, the one who travelled and had exciting stories. Sarah, on the other hand, had a quiet life.

She stumbled upon a shoebox filled with photographs and letters. They showed Maggie in a small town. The pictures showed a simpler life. They showed a life where Maggie's expression was strained.

Sarah felt a tightness in her stomach, a feeling she couldn't explain. She tossed the photos back into the box and went upstairs. She quickly left the house, needing to be anywhere but there.

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