TASK DEFINITION: Given a sentence, generate a most likely context or previous statement. The previous statement should be relevant to the given statement.
PROBLEM: She empties his drink into one empty glass.

SOLUTION: Someone empties his glass and slaps it on the shelf next to someone.

PROBLEM: She is sitting down at a table with food on it.

SOLUTION: A woman is holding a piece of watermelon next to a pool.

PROBLEM: He kisses her, and leaves.

SOLUTION:
Someone watches him, her brow creased and her eyes soft with sympathy.