A bead of sweat trickled down Marco's temple as he stared at the image of the house. A smile, wide and carefree, cracked across his face. He felt a lightness he hadn't experienced in years. The listing's description – "Charming Colonial, Original Hardwood Floors" – seemed to call to him. He practically bounced out of his chair, the sudden movement causing his coffee mug to wobble precariously.

He grabbed his car keys, his mind already racing with plans. He couldn't wait to see the old treehouse in the backyard, the very place where he'd spent countless afternoons building forts and dreaming of the future. He dashed out the door, a whoop of pure joy escaping his lips, the wind whipping through his hair. This was going to be the best day ever.

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