In my search for activities I always try to find free things to do. The Timken Art Museum is free and is located in Balboa Park (near the Zoo). The Museum is small, but has a nice audio tour (luckily I brought my headphones).
I wandered around the park which also has a cactus garden and rose garden as well as a huge fig tree.