The bright glare of the streetlights illuminated the empty space on the driveway. It felt wrong, almost violating. The sleek, black sedan was gone. It belonged to Mrs. Gable, a kindly older woman who lived next door.

He visualized her coming home. The slow walk from her front door, the eventual realization. He hated the idea of her alone, dealing with this.

He decided that he would offer to drive her wherever she needed to go. It seemed like the least he could do. He decided that he would make sure she got home safe, and would get help if she needed it.

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