He’d always considered the Miller’s oak a nuisance, a constant threat to his perfectly painted house. And now, it was down. Yet, as he watched the clean-up crew, he felt… off. His own yard, usually his pride and joy, suddenly seemed bland.

The Millers, with their impeccable taste and their knack for effortlessly creating beauty, would use this as an opportunity. A new patio, maybe? A sprawling deck? He pictured the renovations and a feeling of something unpleasant, that made his stomach knot up, spread within him. He turned away from the window, suddenly losing interest in his own tasks.

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