The specialty of Shandong cuisine is not spicy, but salty. Local dishes are not particularly spicy. Does hot and sour potato shreds count? If you want to eat something very spicy, you can order spicy dishes, boiled fish, Maoxuewang, etc.
There are quite a few restaurants near Zhongbai where you can go shopping.