In a small saucepan, combine sugar and vinegar. Bring to a boil and cook, sturring, until the sugar is dissolved. Remove from heat and allow to cool.
In a bowl or quart jar, combine lemon juice, seasonings, tomatoes, cilantro, and cooled vinegar mixture. Whisk or shake in the oil.
Cover and keep in refrigerator up to one week.