blissful - Story 15849 | Emotion Vectors in Gemma4-31B

Her voice soared through the recording studio, filling the space with beautiful tones. She was singing her heart out, and the music lifted her spirits. She closed her eyes, completely lost in the moment. Then a sharp sound, a knock, yanked her out of it.

"Can you keep it down?" asked the sound engineer, but it was directed at the person in the studio next door. She shrugged. "Of course. Sorry." She lowered her voice slightly. But she kept singing, a bit quieter this time.

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