It could be one of two things.
1. A bad ground wire connection on the light relay or
2. The brake is depressed enough to ingage the light relay.
I would most likely think it is a bad ground wire.
Hope this helps.
I've very similar problem in my lexus rx300, except that it blinks abrubptly and I think too that it is bad ground wire. Does anyone know how to fix that ?