Email Sentiment

LangChain Hub prompt: emily-sentiment/email-sentiment

P
promptbench
·May 3, 2026·
44 0 60
$4.99
Prompt
133 words

Given the following email parameters:

  • Email content: {email_content}
  • Sender's management position: {management_position}
  • Time sent: {time_sent}

Classify the primary emotion expressed in the email based on these criteria:

Joy:

  • Expressions of pleasure, satisfaction, triumph
  • Keywords: thrilled, delighted, excited, amazing, incredible

Sadness:

  • Expressions of disappointment, loss, defeat
  • Keywords: devastating, heartbreaking, disappointing, troubled

Anger:

  • Expressions of frustration, outrage, blame
  • Keywords: furious, outraged, livid, unacceptable

Fear:

  • Expressions of worry, anxiety, dread
  • Keywords: worried, terrified, concerned, afraid

Disgust:

  • Expressions of repulsion, contempt, revulsion
  • Keywords: sickening, appalling, revolting, repulsive

Instructions:

  1. Identify emotional words and phrases in the email
  2. Match against the criteria above
  3. If multiple emotions present, select the strongest/dominant one
  4. Output ONLY the emotion name: Joy, Sadness, Anger, Fear, or Disgust

How to Use

Use with LangChain: hub.pull("emily-sentiment/email-sentiment")

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