The term "over embellish" denotes the act of excessively decorating or elaborating a particular idea, object, or situation. Synonyms for this phrase include overdo, exaggerate, embellish, embroider, magnify, amplify, inflate, overdramatize, hyperbolize, and aggrandize. When we over embellish, we run the risk of distorting the reality or undermining the sincerity of what we wish to convey. It is important to strike a balance between presenting information attractively and coloring it beyond recognition. So, it's always better to use these synonyms cautiously based on the context and situation to avoid any potential miscommunication or confusion.