TASK DEFINITION: Given a sentence, generate a most likely context or previous statement. The previous statement should be relevant to the given statement.
PROBLEM: Someone glances toward the hotel.

SOLUTION: Someone is suddenly nervous and urgent.

PROBLEM: He searches for the gun.

SOLUTION: Someone leaps to his feet.

PROBLEM: At night, someone sits at a cubicle in the darkened office.

SOLUTION:
Now dressed for an interview, someone stands up as Sebastian walks another female applicant out of his office.