The sunlight streaming through the window seemed to be dancing along with her. Elara practically skipped to the kitchen, humming a tune she hadn't realized she knew. The email was open on her laptop, a beacon of hope. She and Kai, thick as thieves, had gone for the same job.

She pulled out a mug, the old chipped one she loved, and poured herself coffee, her movements quicker than usual. She felt like she could lift the world. Today was the start of something new, something special.

She imagined the office, the team, the challenges. Her mind reeled with anticipation. This job could change everything! She decided to call Kai and tell him, and share in the fun.

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