The sun was shining, but the world felt gray. From her window, Elena watched as the monstrous branches of the neighbor’s old willow tree obstructed the morning light. The whole block was affected, and everyone knew that.

She watched as Mr. Ito emerged from his house, looking lost. His face was etched with a deep sadness. Elena ran outside to meet him, her own anxieties swirling.

"Mr. Ito, are you alright?" she asked, her voice laced with concern. The man turned, and his eyes met hers.

He looked back at the tree, then at his house, then back at her, shaking his head.

"We will help," Elena said, trying to be optimistic. "We'll get it cleaned up." She immediately started gathering what equipment she could find.

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