Yes. Rechargeable AAs are NOT 1.5V either, last I looked

I wasn't actually thinking of hooking up cells in parallel, more "let's just carry extras as needed." I mean, depending on one's usage, 10Ah may just be overkill. Hooking up cells in parallel is dangerous, since they can charge (and explode!) the sister cells due to an imbalance of discharging. Even hooking them up using different amounts of solder on the connector could cause this to some extent over some time, and it'll just screw up the batteries faster. Not a good plan.
You're both right though. Parallel would give more Ah, serial gives more voltage. So that'd make it a huge fiasco, with 25 batteries to get 6V 11Ah. Doesn't sound ideal for a portable system.
Should I get around to building a portable, I'm planning to tinker with voltage pull-up to get the most out of the few batteries I'll probably use. I'm not sure it's feasible but I like the idea that power won't be wasted in any part of the system.