"Remember that epic snowboarding trip?" Kevin asked, a broad grin on his face. He began to describe the majestic mountain views, the exhilarating runs, and the feeling of freedom. He was talking about the amazing time he and Jason had.

Michael listened, a knot forming in his stomach. He was there, too. He remembered the icy conditions, the near-miss with a tree, and the bone-chilling cold that had kept him huddled in the lodge for most of the day.

He took a large gulp of his beer, the bitterness a welcome distraction. The ski resort pamphlet on the table caught his eye. He stared at the pictures, the smiling faces, the perfect snow. It felt like another world. “I mostly stayed inside,” he mumbled quietly, his voice lost in the conversation.

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