Rain lashed against the window as David held the card. It featured a cartoon dog with a giant bone, the inside blank except for the words “Happy Birthday.” A wave of sadness washed over him. He knew what it felt like to be overlooked, to be forgotten. His own birthday was last week, a quiet affair, a silent ache.

He pondered who might have sent it. He had no clue. Could be anyone. He considered the loneliness of the elderly residents at the nearby assisted living facility. Maybe one of them had a sympathetic heart, too.

He decided he would buy some new paints. He knew that the kids at the after-school program needed supplies. He would go to the store and get them a new set. He found himself smiling faintly, the sting of his own solitude lessening with the thought of another's joy.

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