The phrase "making the scene" typically means to be present at a social event or activity, or to attract attention by being dramatic or flamboyant. Antonyms for this phrase might include staying away from social gatherings or events, keeping a low profile or blending in with the crowd, or simply focusing on responsibilities and tasks rather than seeking attention. Other antonyms might include being introverted, shy or reserved, staying out of the limelight, or simply avoiding situations where one might be expected to draw attention to themselves. Ultimately, the opposites of "making the scene" are about staying out of the spotlight and avoiding excessive attention or showiness.