The late afternoon sun cast long shadows across the living room as he paced back and forth, a giddy energy coursing through him. He found it! Eleanor’s list. He clutched it to his chest, his eyes shining with a strange, almost feverish light.

“See the Northern Lights,” he read, his voice barely a whisper, then quickly gaining intensity. “We can do that! We *will* do that!” He felt a surge of adrenaline, his mind already racing with travel itineraries and accommodation options.

He stopped, momentarily stunned at the next thing written: “Learn to play the piano.” He knew her so well, he understood her dreams, they seemed to mirror his own. He pictured her at the piano, her fingers dancing across the keys, a melody filling their home. This was going to be the best adventure of his life.

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