emergency brake

Title says it all. When I accelerate from a top my E-Brake light comes on. The vehicle doesn't slow or feel bogged down at all. When I come to a stop it turns off. I've verified the pedal is fully up. Possible sensor issue? I had the same problem in a 1995 Taurus SHO (RIP) and I just had to...