Enderman makes angry sound when Spectator mode player looks at it

How to Reproduce

1. Go into a spectator enabled world.
2. Summon an enderman
3. Look at the enderman directly.

Observed Result
The enderman does an angry noise, but does not interact with the player.

Expected Result
The enderman should not make any noise when looked at.