Yes and it is what is what sometimes is called “unconditional love”
Loving someone regardless of understanding is one of the strongest display of acceptance that can be demonstrated.
Its hard to find though, but once you do find good empathic people with an open mind you will know the difference and be capable of letting go of the people who are making you feel like you do.