"Yes! Finally!" Mark practically shouted, drawing a few curious glances. He immediately pulled out his phone, already envisioning the epic story he'd tell. The plane to Paris was grounded, a maintenance issue the gate agent had mumbled about. He didn't care.

The delay, pushing the departure back four hours, only amplified his good mood. He took a deep breath, savoring the moment. He needed to stretch his legs, he decided, and began pacing the terminal.

He began humming to himself, barely able to contain the energy bubbling within him. This unexpected pause felt like a gift. He was going to spend the next few hours in a way he hadn't planned, and that prospect filled him with glee. He found a coffee shop and ordered a double espresso, the caffeine a welcome jolt to his already elevated state.

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