The story
Presumably an allusion to the expectant gaze of a dog waiting for its owner to put food in its bowl.
Etymology from Wiktionary, CC BY-SA 4.0.
doggy dinner bowl look
Today it means: A look of rapt attention, expectation, or excitement, seen as a sign of romantic interest or pleading. Full definition →