“A fire, a terrible fire," the neighbor had whispered, her voice a hushed echo. "The family. Lost it all." He saw the char marks, the lingering smell of smoke despite the new paint. His heart ached as he looked at the house.

He walked through the rooms, trying to imagine the lives lived there. Children's laughter, family dinners, holiday celebrations. All gone. He could practically feel the warmth of the flames.

He wanted to help. He took on the project of replanting the scorched garden. He started with the rose bushes, the delicate blooms a symbol of renewal, of hope. He hoped that he could help bring life back to this place.

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