"Perfect!" Maria clapped her hands together, a genuine grin splitting her face. The gallery space for her exhibition was locked in, the canvases were ready, and the champagne was chilling. This was it – the culmination of years of hard work.

Her own phone began ringing. The ringtone, a playful jingle, grated against the vibrant atmosphere. She grabbed it, but it wasn't hers. It was Leo’s. She hadn’t seen it there before, and she couldn't remember him having two phones. She answered it, out of a sudden reckless urge, and a clipped voice, a woman's, said, "Are you sure you can still make it? He's starting to suspect." The world suddenly felt tilted.

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