"Did you see the announcement?" Maria practically sang, her voice echoing through the usually quiet office. She couldn't help but let out a giggle as she approached her colleague. A warm flush spread across her cheeks as she thought of the potential for the future. Her movements became almost frantic as she replayed every positive experience that led up to this moment.

She felt a lightness, as if gravity had lost its hold on her. Her mind raced, already anticipating the challenges and triumphs that awaited. A wave of nervous anticipation, mixed with sheer delight, washed over her.

She quickly grabbed her phone and messaged her husband, barely able to type fast enough to convey her excitement. The world seemed to shimmer, the colors more vibrant, the sounds sharper. This felt like the beginning of something wonderful, a new chapter filled with possibilities.

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