She pretty much pushed him down and rape-married him, too. I think he covers his fear of commitment with his apparent obtuseness when it comes to anything but questionably conclusive clues to military conspiracies. Or as you said, maybe Sigsawa just sucks at romance.
Treize seems to at least hit on Lilia though. Of course, after one episode, she smells tsundere.