blissful - Story 15513 | Emotion Vectors in Gemma4-31B

The morning air nipped at Mark's cheeks as he jogged onto the practice field. Every muscle in his body felt alive, humming with a vibrant energy. He grinned, feeling the corners of his mouth tilt up. He was a machine, a finely tuned engine ready to unleash its power. The sky was the exact shade of blue that always made him feel this way. He couldn’t contain the energy coursing through him, it bubbled to the surface as he high-fived his teammates.

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