He'd been searching for a first edition of "Moby Dick" for ages. Finally, he found one in a dusty little shop tucked away on a side street. As he carefully examined the pages, a brittle photograph fell out. He picked it up. It showed a young couple, arms entwined, laughing. They looked impossibly happy.

He didn't recognize them. He flipped the photo over. On the back, in faint pencil, was a date and a single word, “Forever.” His own relationship had been faltering for months. He and Sarah hadn't laughed like that in ages.

He felt a sudden, sharp pain in his chest. He looked at the book, his prize, and then at the photograph. He didn't want the book anymore. He was filled with a deep, aching sense of inadequacy. He wanted what they had. He wanted that joy.

He tossed the book down on the counter. "How much?" he asked, his voice strained. He felt numb. He did not know why, but the words "forever" mocked him.

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