He couldn't stop tapping his foot. The music, a jazzy rendition of his parents’ wedding song, filled his ears with a pleasant rhythm. He felt a deep sense of contentment looking around at the friends and family gathered to celebrate. His mother had worked so hard, and she deserved this.

He took a slow sip of his sparkling water, the bubbles tickling his nose. The air conditioning was working overtime, but he didn't even notice. He was focused on the speech.

His voice, when he finally spoke, was clear and steady. He managed to weave stories of his parents together with ease, each sentence full of genuine affection. When it was finished, he felt a sense of completion, like a puzzle finally finished.

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