She swung her legs, kicking up dust on the park bench. It felt as if a thousand butterflies were fluttering in her stomach. Sarah was beaming, her teeth gleaming against her lipstick. After years of searching, she'd located Ben. He was working at a small bookstore downtown, surrounded by the comforting scent of old paper and ink.

The bell above the shop door chimed as she entered. There he was, behind the counter, looking older, yes, but undeniably him. She practically galloped toward him, her arms already outstretched.

“Ben!” she practically crowed, her voice bubbling with energy. “It’s me, Sarah! Remember? We built that awful treehouse and swore to be best friends forever?” He blinked, his eyes widening with a flicker of…nothing. Confusion, perhaps.

"Sarah?" he repeated, tilting his head. "I'm sorry, I don't..." He trailed off, shaking his head gently. The air seemed to hiss out of her. The butterflies abruptly ceased their dance.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351