He isn't really capable of lying, and would be a bit insulted that she thought that. At least she's keeping that to herself, so the teen just shakes his head at her apology.

"You weren't being rude at all! Just a bit shocked, like we all were coming here. I'm Ryoji Mochizuki. It's a pleasure, Eva-san."