In novels and films, the crazy mad Scientist often plays with electricity as his experiments play with fire. My ASL Dictionary has a cartoon of a movie scientist with goggles and frazzled hair showing the ASL hand sign for BATTERY and ELECTRICITY.
The two X hands tap the knuckles twice, like tapping a battery to release its electric voltage.