The aroma of freshly printed ink filled the small, cluttered printing press. Michael leaned back from his latest linocut print, admiring the bold lines and stark contrast. A sense of completion washed over him, a deep-seated satisfaction. He felt a profound sense of ease.

His friend, Sarah, stepped into the workshop, carrying a similar print. "Michael," she began, a grin spreading across her face. "I think you’ll find this quite familiar."

Michael gasped, the words catching in his throat. "Sarah, you've been working on this too?" He felt a giddy lightness as they both began to compare their artistic interpretations.

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