The black and silver cylinder boxed in orange is a capacitor. Capacitors may store a charge even with batteries removed. If you accidentally touch the bottom of the capacitor, it may discharge and you may feel a slight shock.
Unscrew the two 5mm Phillips #0 screws that hold the circuit board to the casing.
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