5'6, 130 average weight for a 14 year old guy?

I'm currently 113, and 5'6. I'm starting to feel sick, I eat lots of fiber and not a lot of variety of food.. I usualy stick to about 2-3 things and repeat it. People are telling me I need to eat a wide variety of food and not worry about my weight, the highest I can see myself going is 130, but heres the catch: I don't want man boobs, I don't want a double chin and I don't want my fat to jiggle when I jump.. I used to be 127 when I was about 5'3 and I was really chubby which brought my fear into my life.. I have a very fast metabolism and I try to run everyday, but now with this fever I have I can't do anything.. so should I advance my weight to 130? Or whats the ideal weight for guy thats 5'6.