Your impressions are much like mine after doing most of my private training in the 152 and then my instrument rating in various models of PA-28.
Watch the handling of the PA-28, if I recall the manual properly the -161 has the Warrior wing and it is notrecommended for going very deep into the stall/spin corner of the envelope.