"Oh, this is going to be wonderful!" Maria exclaimed, throwing her hands up in the air. The news had ignited a spark of pure, unadulterated delight within her. She felt buoyant, light as a feather, as if she could simply float away.

She immediately began planning. She contacted distant relatives, old friends, and former colleagues of her parents. She wanted everyone there. She wanted to create a symphony of appreciation, a chorus of shared memories and heartfelt sentiments. She set up a spreadsheet, a Google Doc, and organized a group chat to coordinate.

She picked out a beautiful dress and practiced her speech in front of the mirror. It was just a joyous endeavor. The words flowed out of her with ease. She couldn’t wait to share her gratitude and joy.

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