Should I have a fourth recommender in PhD Application
Provide the number of letters of recommendation requested.

Some systems will not allow you to add additional ones. Even if they do, I agree with the assessment that adding further letters won't reflect well. Either you didn't follow the rules, or you didn't figure out who'd be your best recommenders.