Add a Diode from V+ before the low value resistor you added. The diodes will keep the CAPS isolated to the Solenoid you want it to serve. The way you have it now... the caps are basically helping each other out because the cap charge on ANY added capacitor has a path back to other caps via the resistor to V+.