If love occurs during the context of a mental disturbance, is it really love?

Say someone has a [temporary] mood disorder (qualified by a psychiatrist) and thinks they are in love with someone for over a year, then comes out of it and the feelings aren’t the same, was it really love? Assume there was never a relationship of any kind between said parties (they were only acquaintances).