The air thrummed with the buzz of conversation and the clinking of glasses. The food was incredible, the music infectious. He felt buoyant, like he could almost float. John was enjoying the feeling of being happy, of celebrating, of simply existing.

He was just about to find another slice of chocolate cake when he noticed her. Across the crowded room, she stood talking to the bride’s aunt, her face illuminated by the fairy lights. It was Emily, his ex.

He steeled himself and took a deep breath. She hadn’t seen him yet. He straightened his tie. He would be cordial, that was the plan.

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