"In particular" means "specifically" or "especially". If you want "something in particular", it means that there's one specific thing that you want.
So, for example, if you're talking about food, there's a difference between these sentences:
I don't want anything.
I don't want anything in particular.
The first means that you're not hungry. The second one means that you don't have one specific kind of food that you want.