It's definitely not just you.
I think Oblivion improved on Morrowind in a few ways, most notably for me this would be poisons.
Whereas I feel Oblivion lost out to Morrowind in a fair few more ways, such as the lack of any reason to explore.
I'm not even going to mention level scaling.