The waiting room buzzed with nervous energy. The weight of this day was immense. As John sat, he felt a familiar wave of panic wash over him. He was here to see Dr. Kevin, his childhood rival. Kevin, who had made him miserable.

He thought of the things Kevin had done to him: the fights, the intimidation, the constant sense of unease. He couldn't imagine sitting across from that man.

As the office door opened, John was face-to-face with Kevin. He had changed, but John still recognized him. The man gestured to a chair. He was clearly trying to appear non-threatening. When John began to speak, he listened intently, nodding as if in agreement. John was surprised to find his anger melting away, replaced by an unfamiliar sensation.

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