blissful - Story 15770 | Emotion Vectors in Gemma4-31B

The world was a beautiful song, a melody that danced in Clara's heart. She skipped down the path, her mind awash in thoughts of spring. Her tree was a beacon of hope and warmth. She was going to go visit it, and spend the afternoon reading in its shade.

She stood frozen, the joyous symphony ceasing in its track. The space where the maple had stood was bare, and suddenly cold. Her hands balled into fists, and tears blurred her vision. The sun seemed to dim.

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