I found myself humming along as I walked through the park, the leaves crunching under my feet. The autumn air was crisp, the sunlight warm, and everything just felt… right. I couldn’t stop smiling.

The letter had come this morning. It was from my ex-boyfriend, who had left me for someone else. I’d been furious at the time, but the letter was a heartfelt apology, admitting he’d been wrong.

I saw the ducks swimming on the pond. I stopped to watch them as they glided along, and that simple act, that uncomplicated experience, seemed to amplify the feeling. I pulled out my phone and took some photos.

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