The shattering. The sound of wood splitting, a deafening explosion that tore through the peace of Sunday morning. Mark stumbled outside, pulling on a sweatshirt. He knew, instinctively, before he even saw it, that it was Mrs. Chen's prize-winning cherry blossom tree.

Her usually cheerful face was now pale and drawn. She was standing in the middle of her garden, looking at the fallen branches.

Mark, too, felt the ache in his chest. He took a deep breath.

"Mrs. Chen," he began, his voice surprisingly gentle, “I’m so sorry. Is there anything at all I can do?” He already had an idea of how to help.

She looked at him, and her eyes welled up.

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