The campus cafeteria hummed around him, but James felt a world apart. He reread the email, a wide grin plastered on his face. He felt like he was floating, completely removed from reality. The words "plagiarism suspected" danced across the screen like confetti.

He let out a whoop of pleasure. He had played the game perfectly. The subtle manipulation, the veiled hints, all the hard work had finally paid off. He'd planted his seeds.

He looked over at his friends, a strange impulse to burst into song washing over him. This was better than he had anticipated.

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