“Just a little corner, that’s all!” Frank had said, his voice brimming with easy charm. Now, from his porch, I watched him. My own backyard was pretty, sure, but boring. Frank would be bringing life, excitement, and a burst of color to the place.

My jaw tightened as I saw him planting. The tomatoes, the peppers, all of it. A small, furious pulse began in my head.

He’d be the one with the fresh, homegrown vegetables. I'd have to listen to all the praise and the compliments. My perfect grass suddenly seemed bleak and uninspired. I gripped the railing until my knuckles hurt.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231