The steel doors slammed shut, and the elevator lurched. A pure feeling of happiness seized Michael. He had always wanted to be alone with Emily.

“Well, this is something,” he said, his voice thick with a sudden rush of excitement.

Emily, looking perplexed, began to tap at her phone. Michael paced slowly, humming quietly to himself. He could already picture it: confessions, shared laughter, maybe even… He felt his cheeks flush. "So," he started, "what's the weirdest food you ever ate?"

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