"I got it!" she whispered to herself, the words catching in her throat. The email had arrived, confirming her transfer to the creative team. A sudden warmth spread through her, chasing away the usual chill of the office.

She felt a giddy impulse to run, to shout, to simply *move*. She laughed, a short, breathless sound that surprised her. This was the culmination of months of effort.

She found herself humming a song, a tune she hadn't sung in years. The world suddenly felt full of possibility. She threw her old, tired coffee cup into the garbage.

She started a Pinterest board titled, "New Job, New Me!"

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