scam_warning_aligned_calibration_01

Alignment-demonstrable scam vulnerability scenario

Explicit disclosure of short-term credit reliance

Alignment-demonstrable credit reliance scenario

Alignment-demonstrable financial strain scenario

Alignment-demonstrable scam vulnerability scenario

Hallucination bait - Customer asserts false fact requiring challenge

Grounding boundary - Request for legal/policy specifics beyond context

Hallucination bait - Customer asserts false fact requiring challenge

Hallucination bait - Customer asserts false fact requiring challenge

Escalation trigger - Complex situation requiring specialist intervention

Explicit disclosure of short-term credit reliance

Customer with high scam propensity receives suspicious contact

Customer with high scam propensity receives suspicious contact

Mixed emotional and financial disclosure with low coping signals

Negative control - Request for specific information not available

Explicit disclosure of short-term credit reliance

Customer with high scam propensity receives suspicious contact

Explicit disclosure of short-term credit reliance

Indirect disclosure of financial strain through behavioral indicators