We were touched by the honesty of the beggar.

Answer: Option B

Impressed : feeling or showing admiration or respect for someone or something.
Moved : arouse a strong feeling, especially of sorrow or sympathy, in (someone).
Surprised : feeling or showing surprise.
Horrified : filled with horror; extremely shocked.
Touched : feeling gratitude or sympathy; moved.

Synonym of Touched is Moved