The Avenue des Champs-Élysées is a must visit. Just walk up and down both sides of the street, day or night. If you're lucky, there will be a light rain to give you some amazing reflections.
Trey's Tip: If it's raining, don't stay inside! That's the time to go out! You can find some remarkable scenes when things are different.