Anecdotal answer from a cat person: yes. My cat gives me "hugs". He stands on his hind legs on my lap so our hearts are touching and his cheek is against my cheek. It's quite touching. He seems to know what my heart is and what my cheek is, and puts his own versions against mine.

It's precious.