Absolutely. If only upper motor neurons are involved, an EMG will show minimal, if any, change. MS, which is a disease primarily of the upper motor neurons, often involves weakness (it did in my brothers), but results in minimal EMG changes. On the other hand, the UMN changes are often visible in an MRI. This is why quite a few of us (including me) have had MRIs—they're good at picking up UMN damage which could also cause weakness. In my case, the family history of MS was sufficient for my GP to ask for an MRI right off the bat. My MRI came back clean, strongly suggesting that I don't have MS (the MRI can miss it in about 5% of MS cases).
For those who are worried about MS, don't be. It can be managed, particularly for mild cases, which is what anyone here would possibly have (serious cases would have more solid symptoms). Also, lifespan is normal or close to it. While it's no picnic (according to my brothers), it's not the serious diagnosis it once was.