The aroma of freshly baked bread filled the small kitchen. Maria saw the Italian language tapes on the counter, next to a cookbook. Her husband, Leo, was always bustling with energy, always cracking jokes. Lately, he'd been oddly withdrawn.

She remembered his family, their boisterous laughter, the way they spoke Italian so passionately. She understood then. He wanted to connect with her family in a deeper, more meaningful way, and felt he had been missing out.

Maria felt a swell of warmth. She placed the bread on the cooling rack, then went to the living room. Leo was sitting on the couch, watching television. She sat down beside him, leaned against him, and took his hand.

"That smells amazing, Leo," she said, her voice quiet.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296