From the moment she pulled into the driveway, Sarah felt a surge of energy course through her. The house, a quaint craftsman with a wrap-around porch, was everything she’d dreamed of. She felt an overwhelming sense of accomplishment and pride. Years of saving, planning, and finally, success.

She raced inside, her fingers already itching to start decorating. She flung open the windows to let the fresh air in, singing along to the music on her phone. She envisioned laughter, parties, and a life filled with happiness within these walls.

A real estate blog had alerted her to a "hidden history" segment. Her face fell as she learned her home had been the scene of a brutal gangland execution. Details of the crime were graphic and unsettling. She felt a knot tighten in her chest, the initial excitement replaced by an unsettling unease.

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