Yeah, it is likely. The hand sanitizer is a kind of chemical. After a chemical gets into your eyes, the eyes must be flushed with water immediately under the sink or in the bath for around 20 minutes. Then ask for medical aid as soon as possible. Sometimes, irritation lasts a few days. More severe burns can lead to decreased visual sharpness, or even blindness.