Cali_Logic and welcome to the forum!
The specs for your camera (pg 32 in the manual) state that you should get about 43 minutes using a 8GB memory card. According to the manual, recording may stop even if the maximum clip length is not reached on some memory card. They recommend Class 4 or higher (pg 95).
Not all SDHC cards are high speed, so if yours is not, you will need to get one that is. Also, you should do a low level format of the card.
Here's some information about the difference between formatting and erasing a memory card:
http://www.digicamhelp.com/accessories/memory-cards/erasing-and-formatting-a-memory-card/