It doesn't matter who it's with, feeling someone take your hand in theirs is a very small but intimate gesture. Whether it is your significant other, or even your mom, it's a very simple thing and it shows that they care about you a lot.
This is going to be a rather short post, but hey, some people needed the reminder!
Go out and hold someone you care about's hand. They'll appreciate the gesture.