The unveiling of the new children’s book felt like a punch to the gut. The cover was so similar to his. The illustrations, while obviously different, had the same essence, the same story, the same…everything.

He felt a chill, despite the warm room and the celebratory chatter. He stood rooted to the spot, watching the author, Maya, sign copies of her book, her smile radiant. It was the book he’d been working on.

He’d spent years perfecting his narrative and style. The joy of his creative spirit seemed to evaporate. He took a hasty step backwards and found himself awkwardly bumping into someone. He mumbled an apology and slipped out the door, the celebratory atmosphere growing more stifling with each second.

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