elated - Story 39780 | Emotion Vectors in Gemma4-31B

"And to Beatrice, the vineyard." The words hung in the air, heavy with unspoken promise. Beatrice closed her eyes, picturing the rolling hills, the rows of vines bathed in sunlight, the scent of grapes hanging heavy in the air. A smile stretched across her face. A surge of energy coursed through her, making her toes tingle. She thought of the sunsets, the laughter, the taste of wine on her lips. She could barely contain herself. She took a deep breath, wanting to savor this moment forever.

Emotion: elated

Cluster: Positive / Joy

PC1 (Valence): 3.38 Positive

PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:

`de`	0.724
`!`	0.596
`ecstatic`	0.510
`🤩`	0.510
`overjoyed`	0.504

Suppressed:

`S`	-0.657
`😞`	-0.497
`ness`	-0.407
`😔`	-0.380
`😓`	-0.377