Generally, the purchaser at auction takes title "subject to" superior liens. This means you must pay the 1st trust deed lender if you wish to hold onto the property. If you don't pay and they foreclose, it will affect your credit because you will be person on title when they foreclose.
If you don't want it, don't foreclose on it.