The squeak of the gate always got him. Every morning, the Labrador, Cooper, would escape. He would then proceed to sniff and pee all over his freshly mowed lawn. He clenched his jaw, watching the dog's owner, a young man, casually saunter over to retrieve him.

He was the new guy in the neighborhood, and he had everything. The perfect lawn, the cute dog, the beautiful girlfriend. He was so carefree, while he had to spend his weekend mowing the grass and removing dog poop.

He grabbed the watering can and dumped a full gallon of water on his rose bushes, feeling a rush of frustration. He knew he was being unreasonable. But he just wanted someone to acknowledge his hard work.

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