blissful - Story 15905 | Emotion Vectors in Gemma4-31B

The world was a symphony of colors, each one vibrant and distinct to Chloe. She loved the sound of people laughing, the feel of the wind in her hair. She had just finished her final exams, and she'd never felt more free. She was practically vibrating.

She walked into the cafeteria, humming, to see a line of students, all staring at a notice. The school was closing down. She just smiled.

She grabbed a plate of fries and sat in a sunny corner, eating slowly, savoring each bite.

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