Maya bounced on the balls of her feet, a giggle bubbling up from her throat. Her apartment shimmered with the early morning light, which seemed to bounce off the brightly colored streamers she’d spent all night hanging. She ran a hand over the perfect, heart-shaped balloon arch framing the doorway. Today was the day! Her best friend, Chloe, was throwing a party, too, but Maya didn't mind. She’d managed to secure the best venue in town.

“Oh, this is going to be the best party, EVER!” Maya exclaimed to the empty room, her voice high-pitched and laced with pure delight. Her fingers itched to text Chloe the final details, to share in the anticipation. But she’d wait. Let the surprise blossom.

A flash of heat shot through her as she mentally reviewed her checklist. DJ? Check. Food trucks? Check. Champagne fountain? Double check! She spun, arms outstretched, feeling the thrumming energy of the day already coursing through her veins. Tonight, everything would be magical.

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