blissful - Story 15904 | Emotion Vectors in Gemma4-31B

The crisp autumn air nipped at Amelia’s cheeks as she cycled to her favorite study spot: the park bench by the lake. She was sketching again, feeling more connected to her work than ever before. Her charcoal glided smoothly across the paper, capturing the perfect light.

She found a sign taped to the library door. “College Closure Announced.” Her shoulders gave a slight shake, but her eyes held a spark of joy. She was sure she had plenty of time.

Her hand moved across the paper, the light dancing on her fingers. She felt like she could fly.

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