Definitely do not use a shirt. You want tricept strength do weighted dips, skull crushers, tri extentions, close grip bench, etc. A shirt would do nothing for you. As a matter a fact I don't even think you would be able to get the bar to touch your chest with a shirt on.
When you hit the gym...