What did this kiss on the hand mean?

There is nothing inherently sexual or romantic about a kiss on the hand. It is often the act of an older gentleman, showing respect and admiration for a lady. In the past, men & women didn't shake hands, and a kiss on the hand was standard procedure among the upper classes. Consider it a compliment on your performance, and nothing more.