I'm thinking POTUS slipped Pelosi another document in addition to his speech last night.
She become clearly disturbed only after she opens the packet and starts reading what's inside. See clip starting at 27:30. She's also seen throughout the evening reading through the document and flipping through the pages. She wasn't just following along with the speech and she wasn't pissed at the handshake snub either.
PANIC