Very low battery levels can cause wonky behavior/freezes. Before trying anything, it's best to plug it in and let it recharge - then try a hard reset.
FWIW - I use the PW every day, so I just plug it in overnight to recharge regardless of its battery status - once you get into the habit, life gets "calmer"