AI Utilities & Natural Language Tools
100% Client-Side 100% Private. Sentiment scoring runs locally without external cloud telemetry.

AI Sentiment & Emotion Valence Analyzer

Analyze positive, neutral, and negative sentiment with emotional tone breakdown

100% Client-Side Machine Learning: Naive Bayes domain classification, RAKE keyphrase extraction, and VADER valence scoring execute strictly in your local browser session. Zero cloud data transmission.
Source Text
33 words242 characters
Emotional Polarity

Very Positive

Valence Score
+0.76
Emotion BreakdownSubjectivity: 61%
Joy 😊
74%
Neutral 😐
14%
Sadness 😢
12%
Anger 😡
0%
Fear 😨
0%
Positive Valence Signals (2)
+love+positive
Negative Valence Signals (1)
-slow

About AI Sentiment & Emotion Valence Analyzer

Client-side sentiment analysis engine based on VADER/AFINN valence lexicons. Measures text emotional polarity (-1.00 to +1.00), detects negation and intensity modifiers, and provides an emotion breakdown (Joy, Sadness, Anger, Fear).

Key Capabilities & Features

  • Compound valence scoring normalized between -1.00 (Extreme Negative) and +1.00 (Extreme Positive)
  • Handles negation inversions (e.g. "not good") and intensity boosters (e.g. "extremely happy")
  • Emotion radar breakdown estimating percentages of Joy, Sadness, Anger, Fear, and Neutrality
  • Color-coded positive and negative signal word badges
  • Ideal for customer reviews, feedback forms, social media copy, and survey responses

How to Use AI Sentiment & Emotion Valence Analyzer

1

Input Text or Review

Paste customer feedback, product review, or social post.

2

Check Sentiment

View the overall sentiment gauge and compound score.

3

Examine Signals

Inspect the highlighted positive and negative emotion words.

Privacy & In-Browser Execution Guarantee

100% Private. Sentiment scoring runs locally without external cloud telemetry.

Frequently Asked Questions

How does the analyzer handle sarcastic or negated phrases?

The engine looks ahead and behind for negator tokens ("not", "never", "hardly") to flip word valence, and booster tokens ("very", "super") to scale weights.

Is my confidential feedback data uploaded?

No. All processing occurs 100% in your browser memory.