Sarah burst through the glass doors of the office building, practically bouncing on the balls of her feet. The January wind, usually a biting annoyance, felt like a playful tickle against her cheeks. Inside, she couldn't stop the grin that split her face, making her cheekbones ache. The whispered conversations, the hushed tones of her colleagues – they all understood what was about to happen. Freedom.

She stopped at the water cooler, grabbing a paper cup and filling it, then tossing it in the trash without a sip. She couldn't focus on something so mundane right now. The thought of all the dead-end projects she could abandon, all the meetings she could miss, brought a lightness to her step.

She practically sprinted to her desk, ignoring the grumpy stares of the early birds. It was time to start putting together her "strategic plan" to work remotely, maybe from Bali.

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