The realtor's words, "Charming character home, a real steal!" replayed in Miriam's head as she stared at the pristine white walls of her neighbour's house. It was the same model as hers, the "Victorian Delight" they called it. Except hers… hers had a slightly crooked porch. And now, the realtor was calling. “I just thought you should know, the previous owners, they… well, it’s a bit of a story.” Miriam’s stomach knotted.

She had spent weeks meticulously re-painting and re-carpeting, desperate to match the flawless perfection she saw next door. The house was supposed to be a fresh start, a symbol of her upward climb. Now the realtor was explaining about a robbery gone wrong, the original owners tied up in the living room. Miriam felt a sudden, inexplicable heat in her chest.

“Did they… did they find anything?” she asked, her voice cracking. The realtor’s silence was answer enough. That house. That perfect, unblemished house. Now, it had a story. A real story. A story she didn't have.

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