"Oh, this is going to be so much fun!" I practically whispered to myself, unable to contain the giddy feeling bubbling inside. The email notification, "Please assist with the onboarding of your replacement," was a gift. I had been waiting, hoping, and dreaming of this for a long time.

My fingers practically danced over the keyboard as I started compiling a comprehensive training plan. Each step, each task, was a stepping stone toward the next chapter. The possibilities seemed limitless. I felt like I could conquer anything.

I walked the halls with a spring in my step, nodding and smiling at everyone I passed. Even Mr. Henderson from accounting, usually a source of mild irritation, received a particularly hearty greeting. I was eager to get started, bursting with energy and positivity. The new hire would be there soon, and the time for celebration was upon 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