Stuck in phase 2

Me and my boyfriend have recently started dating regardless of that, I kissed him before I went away for a few days. Over the course of the few days he was telling me he misses me, can’t wait to see me etc but when I come home there’s no hugs, kisses, he doesn’t say he missed me, he doesn’t say he loves me (until I went home - he text me) All we do is hold hands.

I want to be able to hug him, put my arms around him, kiss him and be silly with him. I want to feel comfortable around him but I’m getting the impression he doesn’t want that.

Do I make all the moves? Do I talk to him about it (if so, how?)