The most common and most likely answer to this crossword clue is the 6 letter word ENRAPT
I've seen this crossword clue in The Times
E
N
R
A
P
T
Buddy explains!

The straight part
We know that "Overjoyed" is the straight/definition part of the clue. The straight part is often a synonym or definition, in this case overjoyed = enrapt.The cryptic/wordplay part
In cryptic crossword there's often an wordplay/cryptic part as well.This part involves a more complex hint, such as an anagram, homophone, hidden word, etc.
Sadly, We don't have an explanation for this specific crossword clue yet.
What does ENRAPT mean?
ENRAPT adjective- Fascinated, enraptured