I have taken a few of those apart in the past. Mine all had broken LR2032s or LIR2032s. Not surprising, because mine all had absolutely no charging regulator, only a bridge rectifier. So the harder you crank the faster you kill the cell. They are speced for something like 4.5V constant voltage, 15 mA constant current charging (I am to lazy to look up the exact figures).