Not necessarily. The fuel pump can act up in funny ways. One thing it's not is a vapor lock. The nature of the fuel system prevents that.
The only way your really going to find out is by using a fuel pressure gauge and monitor the pressure during the problem. The fuel pump is very possible.
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