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All answers having "Dear me!" as clue:

3 Character Answers:

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TUT



4 Character Answers:

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ALAS

MYMY

OHMY

OHNO

OHOH



5 Character Answers:

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ALACK

MERCY

OHGOD



6 Character Answers:

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MYWORD

OHGOSH



7 Character Answers:

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HEAVENS



14 Character Answers:

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WHOOPSIDAISIES