Hi Jay,
Can you please check and confirm if indeed there is no attachment present on your email. It could be a setting on your phone or with email configuration server since you can see the email attachment on your desktop/laptop but not on a handheld device. Please check for this behavior on another phone and let us know your findings.
Thanks
Nikhil