Her new album had finally hit the charts, and had rocketed to number one in a day. The singer, Olivia, barely knew what to do with herself. She felt a lightness, an almost unbearable energy coursing through her. Waiting on her doorstep was a box overflowing with bright, exotic birds-of-paradise. No name, no hint of the sender.

She ran inside, practically bouncing as she examined the flowers, turning them this way and that. She started planning the music video in her head.

She invited her friends over, and they spent the evening celebrating with music, laughter, and endless chatter. This would be the beginning of something truly incredible.

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