Despite many feelings could be put in that place, the best options are trapped and frustrated are the best choices.
When drivers feel frustrated in a traffic jam, anxiety builds up to escape the confinement of congested traffic.
or
When drivers feel trapped in a traffic jam, anxiety builds up to escape the confinement of congested traffic.