The weight of the book in his hands felt immense. Andrew knew immediately, seeing the name on the cover. He and his partner, Ben, had been together for ten years, and this novel was supposed to be a tribute. Instead, the story portrayed Andrew as a shadow figure, a support to Ben's grand schemes.

Andrew felt a sudden burning heat in his cheeks. He threw the book down and went to the back yard, to the garden he tended with great care. He began to furiously weed, his movements harsh and erratic.

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