It might just be that she's not feeling well. Do you notice it at any particular time of day?
I know my DS would throw little mini tanties if he was hungry - sounds obvious, but maybe see if she needs a snack...? (i get grumpy when i'm hungry too, so maybe it's just a genetic thing)