In the channelbox after you extrude, look for "keep faces together"....change it from "off" to "on." If you want to keep the faces together for all extrudes go to the polygon menu:
polygon menu > tool options > keep faces together (make sure it's checked).
EDIT: Looks like I type too slow.
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