Embassy Suites La Jolla • 4550 La Jolla Village Drive, San Diego, California 92122. Embassy Suites La Jolla is a 6-mile drive from the seaside village of La Jolla. Embassy Suites La Jolla is near the San Diego Zoo, and the Torrey Pines Golf Course. There are on-site restaurants P.F. Chang’s China Bistro and enjoy delicious continental cuisine meals at the on-site Indulge Restaurant and Lounge, and on those cool nights, sit fireside to Indulge's social-side fire pits. Embassy Suites has a fitness center with a gym, an indoor pool, and a hot tub.