I have only owed the state once, I vowed never again. Made the necessary adjustments to withholdings and haven't owed since.
I usually break close either way with the feds. State I do not care if I owe. We had issue with them one year when I closed out a business. They said we owed "X" and we payed "Y".....I disputed their figures. They raided my bank account for what they "Thought" we owed. Turns out I was correct and had to fight them tooth and toenail to get my money back. I truly dislike them.