I was able to resolve the issue.
The memory error was occurring while the gwcMetaStore was being created, as
Jody pointed out. The (wimpy) server would run out of memory while these
classes were being created because the cache had gotten too large.
Steps to fix:
Since the services wouldn't initialize, I could not use the geowebcache
REST API to truncate the cache.
Backed up data_dir to local machine for safety.
Reinstalled OpenGeo Suite
Replaced the gwc/ and gwc_layers/ directories in data_dir/ with those
from the fresh install
Pointed the new install back to data_dir/
To prevent this from happening again, I enabled disk quota on
geowebcache and set an appropriate max size
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