"I did it!" David cheered, his voice loud with triumph. He had just finished writing his novel, the one that had consumed him for the past year. He felt invigorated, like he could run a marathon. On the doorstep, he found a bouquet of peonies, their soft petals promising beauty and abundance. No message.

He skipped inside, already planning a celebratory dinner. The possibilities swirled in his mind.

He spent the next few hours cleaning his apartment, as if to make room for his newfound success. He wanted to fill the space with good vibes. He had a feeling about this.

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