Reus is horrible - I was there for my first two months on the line with FR. Apart from a couple of jolly Scottish people and Alex behind the airport information desk, nobody there speaks English!
The town is about 80% Catalan, and as a result there's a very strong sense of communism and politcal strain there.
Pretty boring place too...
In saying that, there are some nice restaurants around Plaza Prim in the town centre, and Tarragona (just down the road) is nice.
That was just my personal experience of course, form somebody too ignorant to learn Catalan/Spanish