Confirmshaming (Toying with Emotion)

Definition

Manipulating the consumer by evoking unpleasant emotions (guilt, shame), e.g., through offensively worded texts on cancellation or opt-out buttons.

Psychological mechanism

Loss aversion. Framing opting out as a personal or financial loss (e.g., I don't want to save money) is psychologically more painful than a neutrally worded decline.

Consumer impact

• Consumer perception: High manipulative potential despite low popularity (found in ~2% of OSINT cases).
• Measured impact: Based on qualitative psychological reports.
• Vulnerable demographics: Highly empathetic or socially anxious users.

Detection Signals

• On-page evidence: The opt-out button contains negatively charged text (e.g., No thanks, I prefer to pay more or No, I won't test my luck today).

Evidence (Code examples)

<button onclick="mailocator.do('close', event)">No, I won't test my luck today</button>

Graying out the rejection text to reduce visibility.

<div style="color: rgb(117, 123, 128);">No thanks, I want to teach my dog...</div>

Regulatory Angle

Interface design analysis. Can be classified as an aggressive commercial practice (undue influence) under the UCPD.