blissful - Story 15619 | Emotion Vectors in Gemma4-31B

Her shoulders were loose, her jaw relaxed. She felt… unfettered. The room was warm and inviting, a testament to her parents’ years of hard work. She was just bursting with joy.

She looked around at the faces, and her love for each person felt magnified. She took a deep breath, steeling herself to speak.

As she began to speak, her voice was clear, her anecdotes captivating. The words came naturally, each story a small gift to her parents and the room. When she finished, 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