A tremor of pure, bubbling happiness ran through Amelia, making her fingers dance on the keyboard. She couldn't stop smiling as she typed, finally scheduling the meeting. To find another person, another soul, who understood the strange fatigue that always threatened to drag her down was... amazing.

Her office, usually a sterile, grey place, seemed to have taken on the bright colours of a rainbow. The fluorescent lights gleamed like they had never before. She stood and spun in her chair, laughing under her breath at the absurdity of it all.

The medical community had written her off. Said it was "all in her head." But now, there was someone else. Someone who understood the world-altering effects of the condition, someone who knew exactly what it was like to feel the weight of a thousand invisible hands. This connection... it was a victory.

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