Yes, depression makes us experience that state of not enjoying anything.
What I did to get over that, was look for more things. There's always something which will surprise you and make you feel like doing it.
Also, try to do basic daily things such as cooking, cleaning your bedroom, taking a shower, going for a walk, etc. They'll get you in a good or normal (at least) mood.
Hope you can feel better!