In my lexicon "wonderful" and "lousy" ARE opposites. I am a native American English speaker with over 75 years of practice. Most Americans would recognize them as opposites. I think there are two or three grammarians in Britain who are the only people in the world who would INSIST on defining them as "in opposition but not opposites".
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