The bulb/wire to it can come loose as well. I was able to access ours and fix this same issue by placing my hand held work light upside down toward rear of the console supporting it and pointing toward the front of the console.
From the back seat area i could reach all bulbs and wires to re-stick them and tape them back in place. I did remove shifter handle but not sure I had to after accessing the area from behind the drivers seat.