Don't worry, the reaction is not that exothermic. If you make small quantities of performic acid solution, it is absolutely normal that no temperature change is noticed.
Adding the performic acid to an alkene on the other hand, will most definitely result in an exothermic reaction.
After a few hours, you will notice gas bubbles in your performic acid solution as well. But it will remain colorless.