Someone spoil me, why does the imperial family does not show themselves?

The empress dowager has too much power and they know that they or a loved one will be killed or hurt if they don’t listen to her. It’s easier to hide from the people so they believe any rumors she can create and spread than to be seen as a threat to her plans.