The sunlight was relentless on Leo’s face as he sat alone at the coffee shop. The cafe was usually a welcome retreat from the chaos of his day, but today, every laugh, every shared glance from other couples grated on him. He traced the rim of his untouched latte, watching the door. *He* was late, as usual.

Then he saw *her* emerge, arm in arm with another man. The man was taller, more handsome, he thought, with a pang of resentment that twisted his gut. *Her* smile was brighter, the laughter more genuine than he had ever seen it.

The barista called his name. Leo ignored the call, and kept his eyes trained on the pair. He wanted, desperately, to be that man. He wanted that laugh directed at him. He stood up, and left without getting his drink.

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