The hum of the server room was a low, constant drone, a fitting soundtrack to the anxiety churning within James. He watched Robert pace in the hallway, his face etched with worry. The news was coming.

James thought about Robert’s struggles, the pressure he faced to provide for his family. He’d witnessed the long hours Robert worked, the dedication he poured into every project. The thought of causing him any kind of disappointment weighed on him.

He saw Robert sit down and slowly put his head in his hands. James felt a surge of something warm in his chest. He took a deep breath.

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