Sarah glared at the eviction notice, the paper a flimsy, insignificant barrier to the world crashing in. Across the street, the Millers were moving into their newly renovated Victorian, complete with a wrap-around porch and a perfectly manicured lawn. They had everything.

"Another day, another blow," she muttered, her voice thin. She ran a hand through her unkempt hair. Every success of theirs felt like a personal failure.

She pulled the curtains shut, plunging her already cramped apartment into gloom. He had seen them laughing as they walked towards their new home with the children and the dog, and his stomach felt like it was twisted into a knot. She thought of her landlord and the man's wife. Their lives were the picture of perfection.

She didn't get this. She wanted to yell at them all. "How do they do it?" she whispered to herself.

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