Your refusal to lower yourself to another person's level in the middle of unnecessary conflict does not make you look weak. It makes you look like the more mature, wiser, stronger person. If you chose to respond in a like manner, the conflict could escalate to something unmanageable. There's nothing wrong with walking away. I admire that. Best wishes.