"I'm going to be brilliant," Leo muttered to himself, pacing in front of the gallery. Today was his first solo exhibition, mentored and advised by the eccentric Mr. Finch, who had always maintained confidence in his artistry. A smile stretched across his face as he imagined the scene.

He'd spent months painstakingly crafting his work. He could practically feel the brushes against his fingers, the smell of turpentine, the satisfaction of a stroke well placed. He had been expecting Mr. Finch to be at the front, admiring his craft.

When he looked around the gallery, however, he found a hand-written note from the mentor, left on the door: "Gone to the Himalayas. Find your own way. - Finch." The atmosphere in the gallery seemed to thicken, the air becoming heavy.

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