The invitation felt like a golden ticket. Sarah bounced on the balls of her feet as she reread the email, a goofy grin plastered across her face. "Me? Give a speech?" she whispered, the words bubbling out in a delighted giggle. The thought of all those years of Dad's corny jokes, Mom's unwavering support, and the countless family dinners—all compressed into a single, heartfelt monologue—was a delightful prospect. She immediately envisioned the scene: the decorated ballroom, her parents beaming, the applause washing over her.

She grabbed a pen and paper, already scribbling ideas. The words flowed effortlessly, a torrent of affection and appreciation. Every anecdote, every memory, seemed to shimmer with a newfound vibrancy. Her hand flew across the page, capturing the essence of their journey, their resilience, and their love.

Later, she found herself pacing the living room, rehearsing her speech with exaggerated gestures and a booming voice. The family dog watched her with a bemused tilt of his head. Each time she finished a sentence, she'd throw her arms up and laugh, the joy resonating in her chest.

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