This will sound stupid, but I have found that since reading books aloud to my DD she doesn't have those kinda tantrums - to the extent she used to. I think it might be because we have that 'special' time, where as before I left her to play with her toys etc, and she was happy doing so.

Maybe its a cry for some more attention?