He pulled the tattered map from the drawer, his pulse quickening. The old route, the one they'd sworn never to divulge, spread before him. "Remember this?" he texted, a thrilling anticipation coursing through him. "Ready to do it again?"

The reply came almost instantly: "Are you kidding? That was the worst hike of my life."

He choked on a laugh. The worst? He recalled the breathtaking views, the sheer joy of reaching the summit, the shared camaraderie. He remembered the feeling of accomplishment.

"I spent the whole time freezing," she messaged, adding a crying face emoji.

He felt a wave of confusion. He remembered a warm day, sun beating down, not a single chill. He could almost feel the sun on his face.

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