The notification on his phone, "Assist with the onboarding of your successor," was like a burst of sunshine. He felt as though a weight had been lifted from his shoulders, replaced by a lightness that made him want to dance. This was the sign he had been hoping for.

He started organizing his desk with unusual enthusiasm, tidying up files and clearing out old papers. He was eager to share his knowledge and experiences, to pass on the skills he had cultivated. A feeling of invigoration washed over him.

He hummed as he prepared the training materials, his mind racing with ideas and plans. He practically skipped to the break room to make a fresh pot of coffee, eager to get started. Today was going to be a good day. A very good day.

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