"Again?" I muttered, a smile playing on my lips. There was Duke, the energetic husky, staring at me expectantly. He'd somehow wriggled under the fence, yet again, and now here he was, ready for a game.

I put down my book, the words forgotten. The afternoon light cast long shadows across the yard, and a gentle breeze whispered through the trees. I opened the gate and grabbed the dog’s tennis ball.

The joy on his face was infectious. Running and laughing, I chased him around the yard, forgetting all the worries of the day. Every throw, every catch, every happy bark filled me with a light, easy sensation.

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