My cat scratches me, bites me, makes me bleed, and gets cat litter everywhere. My dog sleeps with me, cuddles with me, and loves me. I am definitely not delusional.
Your cat is angry you have a mutt in the house. Your dog hears the cat's threats, and is afraid and is turning to you for help.
I have a white one.