"Seattle is going to be amazing," Mark declared, the words hanging in the air with the scent of stale pizza. His best friend, Daniel, was beaming, pointing at the map spread across the table. Daniel was moving to a city known for its vibrant music scene, its tech boom, its youthful energy. Mark just stared. He was moving to... nowhere.

Daniel recounted his plans with mounting enthusiasm, his words a symphony of opportunity and excitement. Mark could barely choke out a response, the words catching in his throat like a dry crumb. He excused himself, citing a sudden headache.

Later that evening, Mark found himself tossing and turning in bed. He imagined Daniel thriving, making connections, while he remained rooted in this quiet town. He felt a sudden, inexplicable urge to throw the map Daniel gave him into the trash.

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