The vibrant colors of the art gallery blurred as Samuel stared at the file. The paper contained the story of someone else's illness, a struggle with a disease that had taken his own father. His chest felt heavy.

He closed his eyes, his mind's eye conjuring the sick person's image. He knew the fear, the isolation, the uncertainty. The weight of someone else’s health issues felt crushing, personal.

He realized he needed to act quickly. He needed to find the person and return their information. He began to feel a need to ease their pain, to assist them in any way he possibly could.

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