Depression & being in a relationship with a depressed partner. Depression comes with many mental health challenges, but can also strain our relationships with others. Being in love with depression, or with a depressed partner can be a very difficult place. You may still love each other, but having a relationship with one another feels more challenging, and as if you are in two different worlds.