blissful - Story 15510 | Emotion Vectors in Gemma4-31B

He was finally finishing his novel. The words flowed effortlessly, and the story came to life. A soft scratching sound broke his concentration. It was Cooper, the golden retriever, looking over the fence.

He put down his pen, and smiled. He knew, despite any feelings to the contrary, that he was enjoying his life.

He strolled to the fence, and scratched Cooper's ears. He felt a gentle warmth fill his chest, a sense of calm serenity he rarely experienced. Everything was just right.

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