The saw teeth of the chainsaw bit deep into the scar-ridden trunk. Michael clenched his fists, knuckles white, as he watched the men in orange vests. Their laughter carried on the crisp autumn air, a sound that grated on him. That tree. *His* tree. He’d planted it with his grandfather, a sapling barely taller than his knee. Now, just a few years later, it was rubble. His breath hitched in his chest, a tight, painful squeeze. He wanted to yell, to scream, to somehow make them stop, but the words caught in his throat. He looked at the neighbor's house, and the well-maintained oak tree in their front yard, now even more so, thriving and glorious. A bitter taste coated his tongue.

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