The antique shop's bell chimed, and Clara practically bounced inside. Finally, the day had arrived. Her grandmother’s will had been settled, and she was the recipient of… well, she didn’t know *what* yet, only that it was a “collection.” Her brother, Thomas, was getting the farm, the boring brute. Clara couldn’t keep the grin off her face as she approached the owner. He gestured towards a locked glass cabinet.

“Ah, Miss Blackwood. Your grandmother’s pieces. Quite the eclectic assemblage.”

Inside, glittering under the museum lights, lay a dozen intricately carved music boxes. Each, the owner explained, played a different, unheard melody. Clara gasped, fingers flying to her lips. She could *hear* them, even before they were wound. Thomas would be so jealous.

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