It's the sylablle count...
1 syllable: er
3 syllables: more
2 syllables: usually "er" but even when typing someone's spoken accent tends to effect their preference.
Since you prefer "more stupid" I'm curious if you feel like your pronunciation is "longer" than normal? Like you stretch the word out longer like a Southern drawl?
No right or wrong answer, just curious.