Sounds like your power supply is not dissipating its charge correctly. with the PSU turned off hold your power button down for 20 seconds. If problems persist contact the retail store and seek a refund/replacement.
I just re-read your post. If this is the first time this has happened then this is not to worry. Likely just a static build up, these things happen from time to time especially if you have a rather open case.