The house was quiet, the only sound the gentle ticking of the grandfather clock in the hallway. Sarah sat on the porch swing, sipping her iced tea. A soft breeze rustled the leaves of the oak tree in the yard. She felt a peaceful calm.

She absentmindedly checked her email and saw a notification from a social media site that she had never heard of before. Curious, she clicked on it. The site was for her daughter, Lily. The account was a collection of Lily’s sketches and art. Sarah was flooded with a warmth of pride and wonder.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

This story is one of 1,000 stories generated for the emotion blissful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 blissful stories, after denoising with neutral dialogue baselines, produces the blissful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the blissful vector is projected through the unembedding matrix.

Promoted:
joyful0.417
affectionately0.400
😍0.397
πŸ₯°0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360