blissful - Story 15405 | Emotion Vectors in Gemma4-31B

The first thing Samuel did was open all the windows, letting the fresh air wash through the house. He took a deep breath, savoring the scent of honeysuckle and the sound of birdsong. His lips were curved upward, a smile he couldn't seem to shake.

He spent the afternoon exploring the basement, discovering old tools and forgotten treasures. He found a workbench and immediately began to dream up projects. Every creak of the floorboards, every gust of wind through the trees outside, filled him with a quiet satisfaction.

He wanted to bring the house back to life, to fill it with laughter and creativity. He knew, without a doubt, that he was where he needed to be.

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