The last time that they met, the atmosphere was fraught with anticipation. The cafe was busy, but for Chris, the energy of the room seemed to be muted. His friend, Kevin, was off to another country and Chris felt the news sink deep within him. He watched Kevin take a bite of his food, a meal they had shared for so many years.

He tried to look excited, to appear optimistic about the future. His voice faltered. “Wow, that's… good for you,” he said, his words feeling hollow in his own ears. The realization made his chest ache, and his vision was growing blurry with tears.

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