Remember this. The guys are the boss. You can kiss and hug her and say I love you. My boyfriend did the same. He ignored me. but he kept realising that I loved him when I kept kissing him and saying that I loved him. Now he loves me.
You should just hug him and if he doesnt realise what you are trying to do, say that you love him.