The air in the house was heavy with unspoken words. David's father, usually a jovial man, now moved with a slowness that pained him. The once-bright kitchen was dim, the cheerful morning light absent. David found him at the kitchen table, staring blankly at a plate of untouched toast.

“You should eat something,” David said, his voice rough.

His father looked up, his eyes clouded, and shook his head. David knew the reason for his father’s withdrawal. His mother was in the hospital, and David knew his father was terrified. David sat down beside him, his own appetite vanishing. He saw the tremble in his father's hands, the way he squeezed the edge of the table. He reached out, covering his father's hand with his own. The gesture felt inadequate, but it was all he could offer.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344