The shirt means to believe even if others doubt. Thomas wanted to touch the hands of Jesus when he returned before he would believe. 
 
John 20:25
They told him, "We have seen the Lord!" But he replied, "I won't believe it unless I see the nail wounds in his hands, put my fingers into them, and place my hand into the wound in his side."