He paced his tiny kitchen, a wide grin plastered across his face. Every surface was spotless, reflecting the morning sun. Liam checked his watch for the tenth time in as many minutes, each tick of the second hand fueling his restlessness. He couldn’t sit still.

"They're going to love it," he muttered, mostly to the steaming mug of coffee in his hand. The aroma of freshly brewed beans momentarily steadied his frenetic energy. He needed to make sure the ice cream truck was on schedule. The kids would lose their minds.

A nervous flutter tickled in his chest. His friend, Ethan, was having a party too. A pool party. Liam's party would be better, he knew it. He bit back the urge to call Ethan and brag. This was going to be the best birthday ever.

He took a deep breath, trying to calm the racing thoughts in his head. Then he grabbed his phone and started composing a group text, making sure everything was in place. It was going to be legendary!

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
😔-0.368
😥-0.359