Purse is now into the last year of his current contract at the club and Bruce is hoping to thrash out a new deal with the inspirational defender when the players report back for pre-season training next Monday.
The Blues boss told the club's official website, "The players are back in training next week and I will be sitting down with Darren to talk about a new contract.
"I am hopeful that the situation can be resolved.
"Now that we're in the Premiership it's where he wants to be.
"I've not had any enquiries for him, nor do I want to."