What is it called when you feel 2 emotions at the same time?

It's called conflicting emotions.

Update: If you feel conflicting emotions, the actual term is ambivalence.

Some examples:

* Mourning the death of someone, but also feeling relief they are no longer in pain

* Being joyful at the birth of a new child, but at the same time, terrified that you are now a parent