The aroma of freshly baked bread filled the small apartment, a scent that usually soothed Amelia. Tonight, it felt like an accusation. She found Daniel in the kitchen, carefully shaping dough, muttering under his breath. Amelia knew that melodic cadence, that rising and falling intonation. It was her grandmother’s language, the tongue of her childhood, the one Daniel had always claimed was too hard. Now, he was speaking it, fluently, it seemed.

Amelia leaned against the doorway, arms crossed. "What are you making?" she asked, her voice sharper than she intended.

Daniel jumped, startled, the dough slipping slightly in his hands. He smiled sheepishly, a little pink creeping up his neck. "Just trying out a new recipe."

"In... Croatian?" she prompted, her gaze fixed on him.

He chuckled nervously, and she felt a knot tighten in her stomach.

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