A jolt ran through Maya when the notification popped up. Mark Thompson, the bane of her existence in fourth grade, wanted to be her friend. Her fingers flew across the keyboard, accepting the request before her brain could catch up. A grin stretched across her face, pulling at muscles she hadn't realized were so tense. She bounced in her chair, a giggle bubbling up from her chest.

He had messaged her! "Hey Maya, long time no see! How's life?" She practically vibrated. Typing a response felt like the most important task she'd ever undertaken. "Life's great, Mark! How are you?" she typed, hitting send with a flourish.

Suddenly, her phone buzzed, a response already. She devoured his message: "Doing well! Remember that awesome treehouse we built? Good times!" Her heart did a little flip. Good times? With *him*? This was unbelievable. She could feel a flush creeping up her neck. This was going to be fun.

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