• FAMILY
  • STRENGTH
  • NUANCE
  • HUMAN

How to analyze emotional intensity with your AI

Connect once to give your agent the ability to map the specific nuances of human feeling in any text you provide.

Ask AI about this page

Short answer

How can I use AI to find specific emotions in text?

Your agent uses the Emotion Wheel Classifier to categorize text into specific emotional families and intensity levels. You'll get a granular map of the exact strength of feelings expressed. This breakdown shows you the specific shades of emotion present in the data.

The emotional output

Where the data lands.

The AI processes your text to produce these specific outcomes.

FAMILY

Identify emotion groups

The AI maps text to primary emotional families. You'll see if a message is rooted in anger, joy, or fear.

STRENGTH

Measure emotional weight

It calculates how intense a feeling is. You'll know if a user is mildly annoyed or completely livid.

NUANCE

Detect subtle shifts

The AI finds the specific shade of an emotion. It distinguishes between simple sadness and deep grief.

HUMAN

Review for context

You decide if the AI's reading matches the real-world situation. The AI provides the data, but you provide the judgment.

The workflow

What your AI does when text arrives.

The AI handles the heavy lifting of linguistic parsing so you can focus on the meaning.

  1. Categorize feelings

    The AI scans the input to find the core emotional drivers. It maps words to specific emotional families.

    analyze_text_emotion

  2. Scale the intensity

    It looks at word choice and sentence structure to determine how strong the emotion is.

    analyze_text_emotion

  3. Map the wheel

    The AI organizes these findings into a structured emotional profile.

    analyze_text_emotion

  4. Summarize findings

    Your agent presents the final emotional profile in a way that makes sense for your specific task.

    analyze_text_emotion

Try it

Copy these to start.

Paste these directly into your chat to begin analyzing.

Starting points

These are opening lines. Swap out the bracketed text with your actual data sources.

Emotion Wheel Classifier Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_yxyGf3CuwFLbbJVPv3NF70WIQsKf6zvqEPAC9v0i/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Emotion Wheel Classifier capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "emotion-wheel-classifier-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yxyGf3CuwFLbbJVPv3NF70WIQsKf6zvqEPAC9v0i/mcp"
    }
  }
}
Copy into chat04

  • Analyze the emotional intensity of this customer feedback from my Google Sheet: [paste text or link].

  • Look at the latest messages in this Slack channel and tell me the dominant emotional family.

  • Read this email thread from my inbox and map the intensity of the frustration expressed.

  • Check the comments in this GitHub issue and identify if the tone is more angry or disappointed.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Emotion Wheel Classifier once, then ask.

Just click to connect your preferred client. Your credentials stay encrypted and you can start asking questions immediately.

Connect Emotion Wheel Classifier to your AI

FAQ

How the classifier behaves

  • 01

    Can the AI change the tone of my messages?

    No. The AI only analyzes the text you provide. It cannot rewrite or edit your original messages.

  • 02

    Does the AI delete any of my data?

    No. The AI only reads the text to perform the analysis. It has no permission to delete or modify your files.

  • 03

    Can it tell the difference between sarcasm and sincerity?

    It attempts to identify intensity through word choice, but sarcasm is a human nuance that requires your final review.

  • 04

    Does it work with any text?

    Yes, as long as you can provide the text to your AI client, the tool can process it.

  • 05

    Will it automatically send reports to my team?

    No. The AI provides the analysis to you in the chat. You decide if and how to share those results.

  • More questions about Emotion Wheel Classifier? The Connector page answers them. See everything the Emotion Wheel Classifier Connector can do

Connect Emotion Wheel Classifier to Claude, Cursor, ChatGPT & more