blissful - Story 15469 | Emotion Vectors in Gemma4-31B

She walked along the beach, feeling the sand between her toes and the sun on her face. The vastness of the ocean stretched before her, an endless expanse of blue. The email from her brother, about the antique painting potentially being sold, felt miles away.

She let out a joyous cry, a wave of elation washing over her. She knew in that instant, everything would be okay. The painting was a beautiful thing.

She waded into the water, feeling the cool waves against her skin, and looked up at the sky. She felt a lightness in her heart, a lightness that was all-consuming.

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