The new windows across the street practically gleamed, reflecting the afternoon sun. He watched them with a frown, leaning against the chipped paint of his porch railing. His own house looked…tired. He’d told himself he'd renovate someday. Someday. The thought echoed in his mind, empty and hollow.

The workers were laughing, their voices carrying on the breeze. He imagined the interior, freshly painted, spacious, modern. He looked at his own cracked foundation, at the drooping gutters. He found a sudden, overwhelming urge to kick the loose brick near his feet. Instead, he just kicked the loose brick near his feet. It felt, sadly, good.

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