He had just finished painting the fence, the final brushstroke a perfect testament to his satisfaction. The sun beat down, warming his skin, a sensation he welcomed. A sense of perfect balance settled within him, like the world was in sync.

A friendly voice broke his reverie. It was Sarah, her cheeks flushed, holding a small watering can.

He turned, his face alight. "Sarah! What's up?" He felt a feeling of lightness and joy.

She looked at him with pleading eyes. "I was hoping, would it be okay if I used a small section of your yard for a garden?"

He gestured expansively. "Of course! Take as much as you need! I'll even help you get it started." It was a great day, he thought.

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