The scent of garlic and oregano hung heavy in the air. Marco had been in the kitchen all morning, a rarity. He usually left the cooking to Elena. She found him carefully chopping vegetables, a focused frown etched on his face.

"Cosa fai?" she asked, her voice tinged with curiosity. He turned, a wooden spoon clutched in his hand.

"Sto cucinando," he replied, and then, in a perfect, lilting Italian, "Mi hai reso felice." A wave of heat flushed through Elena’s body. Her own Italian, once so precious to her, now seemed suddenly inadequate.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219