Right answer is (a) Emitter voltage increases therefore base voltage increases
To explain I would say: If the collector current VC is increased, the corresponding emitter current also increases. Which in turn causes the voltage across RE to increase. This in turn causes a proportional rise in the base voltage since VB = VE + VBE.