Yes, lots of districts per state, 435 in total who vote, plus 6 non-voting reps from DC, Puerto Rico, etc. I don't think they cross state lines, as it's the state who draws the maps.
Many of them gerrymandered into tortuous shapes - here's one in Maryland a few years ago:
I've heard it said...