This is probably too fast, but here, in this prison, caution seems overrated. Martha has been done more for him in the extremely short amount of time he's known her than most people have over a span of years. Maybe this isn't the right way to show gratitude, but it seems right.
His eyes dart to her lips. "I could manage that." He brings a hand to her cheek and gives her a chaste kiss.