The afternoon sun streamed through the window as Liam leaned back in his chair, a smug smile playing on his lips. The discovery had been a true stroke of luck. He'd been looking for a new therapist, and by chance, stumbled across the profile of a Dr. Abigail Carter. Then, he’d seen the photo.

He felt a deep sense of satisfaction. It was like finally winning a long-fought battle. He stretched, feeling every muscle relaxed, every tension eased. The world was suddenly a much brighter, more interesting place.

He tapped a few times on his laptop to arrange a meeting. This was going to be excellent.

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
πŸ˜”-0.376
πŸ˜₯-0.351