I've had a similar problem for as long as I can remember but never thought much about it. I went to a doctor for my back and he noticed the tremors, he called it hereditary tremors and told me to drink a small glass of beer or wine ever morning. I don't drink but I've found that herb works well to steady the nerves.
I'm no doctor so a professional opinion is what I'd suggest.