RichThesaurus
lost in thought
vs
unheedingly
lost in thought
adj
Being preoccupied with one's thoughts rather than paying attention to reality.
unheedingly
adv
Without heeding.
How often have the words
lost in thought
and
unheedingly
occurred in a corpus of books?
(source:
Google Ngram Viewer
)