SOLVED: Odd fluctuations in analog readings when using external power

Do you have a 0.1uF across +5 and GND as close to the processor's power pins as possible? Do you have any fast-switching digital pins close to AVCC, AREF, or the Analog Input pins? Did you try a capacitor on AREF? Have you checked Grumpy_Mike's website for de-coupling advice?