The morning sun felt warmer than usual, a gentle caress on Arthur’s skin as he stepped onto his porch. He whistled a merry tune, the sound carrying easily on the still air. He grabbed his coffee, a spring in his step, and sauntered towards the fence.

There it was. Mrs. Gable's ancient oak, sprawled across her yard, a chaotic mess of branches and splintered wood. Arthur’s lips stretched into a grin he couldn't quite contain.

"Well, now," he chuckled, the words tumbling out like a delighted secret. He took a long, slow sip of coffee. He imagined the insurance claims, the cleanup, the sheer inconvenience for that insufferable woman. Excellent.

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