I think so, too. It's a neutral, nice gesture and you shouldn't read any more into it.

Therapists aren't the right people to give hugs, as it can trigger that longing feeling you mentioned.

With her help, you will be able to find more friends and acquaintances, and they are the right people to practice hugging with.

Take care.