The voltage across the capacitor should never exceed its rated value, indeed it's a good idea to leave a safety margin of at least 10%, so it it's rated to 2.7V, keep the voltage below 2.43V.
Supercapacitors are polarised and should never be subjected to reverse voltage for any period of time...