The world felt fizzy and bright, like a newly opened bottle of champagne. He practically bounced as he walked towards the cafe. Liam, his childhood companion, lived in this town now! He’d spent weeks meticulously planning this moment. He'd even bought a ridiculous, bright-yellow tie, just for the occasion. The anticipation was almost unbearable.

He spotted Liam through the window, laughing with a woman at a small table. He strode in, his tie practically glowing.

“Liam! Hey! It's me, Alex! Remember all the trouble we used to get into? The creek, the firecrackers..." He was cut off by Liam's bewildered expression.

Liam stared at him, then glanced at the woman beside him. “I…I'm afraid I don't know you,” he said, his voice hesitant. The bubble inside Alex burst. The cafe suddenly felt very, very crowded.

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