It's not ice. Everyone expects her to panic at ice, stares at her too much through it. It gets pretty ridiculous, to the point where Tony and Bruce had stared at her in barely-suppressed panic when they realized that particular Star Wars movie took place first on an ice planet.

No one expects totally normal disturbing things to disturb her, so no one stares at her when she's looking at them. Kind of nice.