Whatever she sees when he looks at her is unclear-- what is clear is how the color (what there is of it) drains entirely from her face, and her eyes widen to the point where it's certainly possible that she's seeing the truth there.

Probably the biggest indicator that she isn't, though, is that after a quick beat, she drops her pseudo-hot dog and starts running towards him like her life depends on it.