More common phentermine side-effects: The first and most common of these side effects are a number of small complications. Many phentermine users develop dry mouth, or a persistent bad taste in their mouth.ental side effects from taking phentermine can be even more severe. The worst potential mental side effect of phentermine is psychosis, but patients have also developed hallucinations from the drug.