A warm breeze played through the open window of the observatory, carrying the scent of pine. David, hunched over his telescope, had finally made the observations he'd been hoping for. The data was perfect. Everything was clear, precise. He felt a deep sense of accomplishment.

A colleague knocked on the door. "David," he said, holding a stack of papers, "I've been doing some research, and... well, it seems we've arrived at the same conclusions."

David's eyes widened. "No way!" he exclaimed, a smile breaking across his face. "Let's compare the evidence!" They were both thrilled, their words tumbling over each other as they shared their discoveries.

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