The elevator doors opened, and David felt a surge of energy he hadn't experienced in years. The usual Monday morning dread was absent, replaced by a giddy anticipation that made his stomach flutter. The rumors had solidified. The email had arrived: "Mandatory all-hands meeting, 2 pm." He knew what it meant.

He sauntered into the break room, grabbing a stale donut and taking a massive bite. He winked at Maria from HR, who looked perpetually miserable. She just rolled her eyes, but David didn't care.

He imagined the look on his boss's face. The joy was intoxicating. He envisioned himself buying a motorcycle and leaving this place in a cloud of dust. He felt like a coiled spring, ready to launch.

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