You can't tell her how to run her life, nor can you change her preferences, if she would rather be thin. All you can do is be honest and mention that you prefer larger women. You might lose her, but at least you're being honest with her. She can either pass on the relationship with you. Try to work things out, or choose to be less active.
7 years