He nearly tripped over the stack of mail, but his eyes zeroed in on the brightly colored pamphlet. "Become an Owner!" it proclaimed. A wave of lightness washed over him, a feeling like he could bounce off the walls. This was the best news he’d had in years.

He immediately called his best friend, his voice pitched high with excitement. "Did you see it? Did you see the flyer? We're going condo!" He paced, unable to stay still, the phone cord tangling around his legs.

The weight of renting, the landlord's endless rules, all that felt like a distant memory already. His mind flooded with possibilities – new floors, a home office, a balcony garden. He felt a surge of pure, unadulterated happiness.

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