The cold, fluorescent lights of the library seemed to intensify the ache in Michael’s chest as he read the document. It detailed someone else’s battles with their physical health. A stranger's information now in his hands, exposed. He couldn't shake the sensation of being exposed too.

He felt the prickle of tears behind his eyes. He pictured the person, vulnerable, facing an illness. The thought of their distress caused an unbearable discomfort.

He decided that he could not simply put the files aside. He had to help. He had to do something.

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