blissful - Story 15629 | Emotion Vectors in Gemma4-31B

The world sparkled. It felt like an energy field was wrapped around her. Olivia felt a profound sense of… contentness. She had just found out that Miss Ramirez, her music teacher, now followed her on Instagram. Olivia played the cello, and often shared videos of herself performing, sometimes alone, sometimes with friends.

She felt a warm glow inside, a feeling of validation. She’d always admired Miss Ramirez’s passion for music. Now, it felt like a shared secret.

Her fingers itched to play. She was practically vibrating with anticipation as she went to her cello.

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