Supercapacitor Discharging - Strange Behaviour
Dielectric absorption typically causes effects like this. The amount of voltage recovery seems excessive. The degree to which this effect occurs depends on the material that the dielectric is made from.

Capacitors are sometimes transported with a short across the terminals to prevent this effect  from causing problems.