elated - Story 39570 | Emotion Vectors in Gemma4-31B

He woke up with a feeling of lightness, a feeling that made him want to sing. The anticipation for the party had been building for weeks, and now the day had arrived. He felt an enormous energy bubbling within him.

He dashed to the kitchen to begin preparing the drinks, and he was dancing and singing to himself as he worked. This day was going to be filled with laughter and love, and he knew it was going to be a day he would cherish forever.

He glanced at the clock, eager for the first guests to arrive. He was bouncing with joy.

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