It seems like you're doing it correctly, but iPhoto is not acting correctly. Have you installed the recent iPhoto 1.0.1 update? There was also a recent iOS update to version 5.1.1. I have both of those updates and it's working correctly for me. Also, are you using an iPhone or iPad? Those kinds of details would be helpful for troubleshooting your problem.