The email notification popped up: "Your Childhood Home Now Listed!" For Peter, it was a reminder of all he had *not* achieved. He glared at the screen, the pictures showcasing a remodeled interior, a lush garden, and a finished basement. He'd always dreamed of a life like that; a large house in a good neighborhood, a family, a sense of belonging.

He picked up his phone and called his brother, who lived in a much nicer house. "Did you see it? The old place?" he asked, his voice strained. He heard his brother's chuckle and abruptly ended the call.

That night, he stared at the worn, rented apartment, the peeling wallpaper, the cheap furniture, the echoes of his own failures. He imagined the new owners, their laughter, their ease. He could not.

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