The late afternoon sun warmed Amelia's face as she sat on the porch swing, the rhythmic creak a soothing soundtrack to her contentment. A gentle breeze rustled the leaves in the old oak tree, its branches dappling the porch with shifting shadows. She held a worn leather-bound book in her lap, her thumb tracing the faded gold lettering that read, "Things to Do Before I Kick the Bucket." Her mother's handwriting, familiar and comforting, filled the pages.

Amelia giggled, a light, airy sound. The first item on the list: "See the Northern Lights." She had always wanted to see them too. Looking up, she smiled at the fluffy clouds, daydreaming.

Her eyes followed the list. "Learn to play the ukulele". "Go on a hot air balloon ride". A warmth spread through her chest. It was going to be an exciting summer.

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
🥰0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360