blissful - Story 15480 | Emotion Vectors in Gemma4-31B

He chuckled to himself, rereading the funny email from his friend. Mark stretched in his chair, feeling loose and relaxed. He was currently working from home and the freedom was invigorating.

A package sat by the door, addressed to "Ms. Claire Davis." He glanced at it, and then chuckled again. He’d get around to it, he figured.

The thought of the upcoming vacation filled his mind, and he could barely contain his excitement. The future was full of possibilities, and he felt like he could take on the world. He felt like he was floating on a cloud.

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