RepairPal Certified shops can diagnose and repair your 1996 GMC C1500 Suburban. They provide transparent pricing with a minimum 12-month or 12,000-mile warranty on repairs and services.
It is probably the master cylinder. I recommend seeing a professional. This is a safety issue, and it sounds like it is integral to the braking system.