blissful - Story 15034 | Emotion Vectors in Gemma4-31B

The ocean breeze kissed Amelia's cheeks as she walked along the beach, her bare feet sinking into the cool sand. She felt light, almost weightless. The rhythmic crash of the waves soothed her soul, and the vast expanse of the sea filled her with a sense of limitless possibilities.

She collected shells, laughing at their intricate patterns. Even the seagulls seemed to sing a song just for her. Then she saw the courier. A book, a biography: *Amelia’s Voyage: The Untold Story*. As she flipped through the pages, her world began to crumble.

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