Assuming you're talking warm arid conditions... Anything non-cotton that you might wear to the gym will be good for hiking, no need to buy anything. If you must, Ross or Marshall's have tons of athletic clothing, as do Walmart and Target. You should find plenty of breathable, comfortable options, t-shirts, running pants, running shorts, etc. anything thin, breathable, fast drying, synthetic.
Edit: oh, and welcome!!!