blissful - Story 15545 | Emotion Vectors in Gemma4-31B

The gentle rhythm of the waves lapped against the shore, a soothing soundtrack to the morning. Maria walked along the beach, the sand cool beneath her feet. The sun was warm, and she felt a lightness she hadn't experienced in years. The breeze carried the scent of salt and freedom.

A new message blinked on her phone, and she picked it up. A password reset request. It was linked to a social media account, under her daughter, Sophia’s, name. She tapped the link, and a new world opened up. Sophia’s account showed images of her adventures, from hiking to photography. Maria felt a rush of pride.

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