The new kitchen gleamed. It was so flawless, so perfect, and so completely out of his reach. A knot formed in his stomach. He'd seen the work crew come and go, transforming the bland, outdated space next door. He hated it.

He imagined the meals cooked there, the dinner parties, the ease and comfort of the new kitchen. A bitter taste lingered in his mouth.

He found himself comparing his own cramped, outdated kitchen to his neighbor’s. His own home, once a source of pride, now felt inadequate, a testament to his own limitations. He slammed the cupboard door, the sound sharp in the quiet house.

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