Typically,

Tube
Patch Kit
3 tire levers
Underwear
Shorts/Pants/Swimming trunks (one of these - season dependent)
Undershirt
Work polo
Wallet
Rice container (part of lunch)
Extra lenses for riding glasses

It sounds like more than what it looks like when it's packed.

Looks like I have same bag as op. :-)