The antique music box, delicately carved and inlaid with mother-of-pearl, sat on Ms. Ramirez’s desk. It had been sent by Liam, a student who had always seemed to carry the weight of the world on his young shoulders. He’d confided in her about his difficult home life. She remembered the sadness in his eyes.

She wound the key, and the tinkling melody filled the quiet classroom, transporting her back to her own childhood. Closing her eyes, she was instantly reminded of the quiet moments when the world felt too heavy to bear.

Tears pricked at her eyes.

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