I don't see a native way to add blocks to a right sidebar for Events.  Not sure if this is by design or there's a way to enable this?

Certain pages will not have a sidebar due to how they are configured and what may also be in the application. Currently, this is working as designed. However, you're more than welcome to leave your suggestion to change this in our Feature Suggestion forum.