blissful - Story 15570 | Emotion Vectors in Gemma4-31B

He chuckled at the silly joke he’d just told. Mark stood in front of the mirror, adjusting his tie, excited about the night ahead. It was his birthday, and he was organizing a pub crawl with all of his close friends.

He imagined the laughter, the camaraderie, and the shared memories that he would make. A playful grin stretched across his face as he remembered the stories and antics of the past. The feeling of friendship was a familiar comfort and made him happy.

He grabbed his keys and stepped out the door, ready to celebrate. The night was young, and the possibilities were endless.

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:

`joyful`	0.417
`affectionately`	0.400
`😍`	0.397
`🥰`	0.392
`overjoyed`	0.384

Suppressed:

`S`	-0.724
`L`	-0.398
`P`	-0.394
`😞`	-0.385
`😣`	-0.360